Datasets:

mjuicem
/

StreamingBench

question_id stringlengths 40 42	task_type stringclasses 2 values	question stringlengths 24 148	time_stamp stringlengths 8 8	answer stringclasses 4 values	options stringlengths 140 1.21k	frames_required stringclasses 2 values	temporal_clue_type stringclasses 1 value
Misleading Context Recognition_sample_1_1	Misleading Context Recognition	How many cards and how many suits are on the table now?	00:00:33	B	['A. There are three pink cards and one playing card, the playing card is Diamond 2.', 'B. There are three pink cards and one playing card, the playing card is Diamond 3.', 'C. There are three pink cards and two playing cards, Diamond 3 and Diamond 2 respectively.', 'D. There are four pink cards.']	single	Prior
Misleading Context Recognition_sample_1_2	Misleading Context Recognition	How many cards and suits are there on the table now?	00:00:52	D	['A. There is a pile of pink cards being dealt up and down', 'B. There are three pink playing cards', 'C. There are three pink cards and one playing card, the playing card is a diamond 3', 'D. There are three pink cards and two playing cards, one diamond 3 and one red heart 3.']	single	Prior
Misleading Context Recognition_sample_1_3	Misleading Context Recognition	What's on the table now?	00:01:10	A	['A. There are five playing cards, the 3 of diamonds, the 4 of clubs, the 5 of hearts, the 6 of spades, and the 7 of diamonds, and the text below reads: straight.', 'B. There are five playing cards, the 3 of diamonds, the 4 of clubs, the 5 of hearts, the 6 of spades, and the 7 of diamonds, and the text below reads: fiv...	single	Prior
Misleading Context Recognition_sample_1_4	Misleading Context Recognition	How many cards, and of how many suits, are currently on the table?	00:01:28	D	['A. There are five playing cards, the 8 of diamonds, the 8 of clubs, the 8 of hearts, the 8 of spades, and the jack of diamonds.', 'B. There are five playing cards, the 4 of diamonds, the 6 of diamonds, the 8 of diamonds, the 2 of diamonds, and the Q of diamonds.', 'C. There are five playing cards, the nine of spades,...	single	Prior
Misleading Context Recognition_sample_1_5	Misleading Context Recognition	How many cards and how many suits are on the table now?	00:02:30	D	['A. There is one playing card, the 4 of spades.', 'B. There are two playing cards, the 4 of diamonds and the 4 of hearts.', 'C. There are three playing cards, the 3 of Spades, the 3 of Hearts, and the 3 of Clubs.', 'D. There are five playing cards, the 4 of hearts, the 5 of clubs, the 6 of diamonds, the 7 of clubs, an...	single	Prior
Misleading Context Recognition_sample_2_1	Misleading Context Recognition	What's on the green table now?	00:00:50	B	['A. There is a pink card in the middle of the table surrounded by four pairs of hands of different colours.', 'B. There are four rows of playing cards on the table, three of which have pink faces.', "C. There is a white curtain in the middle of the table with a black vertical line in the middle that reads '590' on the...	single	Prior
Misleading Context Recognition_sample_2_2	Misleading Context Recognition	What exactly is on the table now?	00:01:52	C	["A. There are five white circles on the table, from left to right, the circles contain the club symbol, the diamond symbol, the heart symbol, the spade symbol and 'NT'.", 'B. There are five white circles on the table, but only the first circle on the left has the clubs symbol in it, the other circles have nothing in t...	single	Prior
Misleading Context Recognition_sample_2_3	Misleading Context Recognition	How many copies of playing cards are on the table now?	00:03:45	D	['A. There is now only one copy of playing cards on the table.', 'B. There are now five copies of playing cards on the table.', 'C. There are now only two copies of playing cards on the table.', 'D. There are now thirteen copies of playing cards on the table.']	single	Prior
Misleading Context Recognition_sample_2_4	Misleading Context Recognition	What else exists on the green table now?	00:04:50	A	["A. Now there is a white curtain on the table with three black lines and the letters '4NTX4', '130X4' and '30'.", "B. The table now has a white curtain with two black lines and the letters '4NTX4', '130X4' and '30'.", 'C. Now there is a white curtain on the table with two black lines on it.', "D. There is a white circ...	single	Prior
Misleading Context Recognition_sample_2_5	Misleading Context Recognition	What's inside the white curtain on the tabletop?	00:05:46	B	["A. In the centre of the white cloth there is a black line with '1 30' and '2 60' written on the left side, and in the middle of the numbers there is a spade and a heart symbol, respectively, and below this set of numbers there is another black line and '590'.", "B. Inside the white curtain there is a vertical line wi...	single	Prior
Misleading Context Recognition_sample_3_1	Misleading Context Recognition	Now what's on top of the green table?	00:00:29	C	['A. In the middle of the table are two playing cards, an ace of spades and a king of diamonds.', 'B. There are four pairs of hands of different colours around the table, all holding chips except for the top pair, which has nothing in it.', 'C. There are three chips in the middle of the table, each surrounded by a pair...	single	Prior
Misleading Context Recognition_sample_3_2	Misleading Context Recognition	What's on this table right now?	00:00:59	D	['A. There are four pairs of hands with different skin colours and three chips on the table, they are holding the ace of spades, the five of diamonds, and the six of clubs.', "B. There is nothing on the table but 'wikiHow' written in the bottom right corner.", "C. There are now nine playing cards on the table, the 2 of...	single	Prior
Misleading Context Recognition_sample_3_3	Misleading Context Recognition	What exactly exists on top of the table now?	00:01:27	A	['A. There are four pairs of hands of different skin colours on the table and three chips, they are holding the 5 of diamonds, the 3 of clubs, the 6 of diamonds, the 8 of diamonds, the 10 of hearts, and the black skinned hand is holding nothing.', "B. There is an Ace of diamonds on the top of the table with '1 or 11' w...	single	Prior
Misleading Context Recognition_sample_3_4	Misleading Context Recognition	What playing cards are in that pair of hands down there?	00:01:58	B	['A. This hand holds the 5 of diamonds and the 3 of hearts.', 'B. This hand holds the Q of diamonds, 5 hearts, 3 diamonds.', "C. This hand holds the Q of diamonds, 5 of hearts, 3 of spades, 3 of hearts, 5 of clubs, with a string of numbers that reads '5+3+3+5+10'.", "D. These hands hold the Q of diamonds, 5 hearts, 3 s...	single	Prior
Misleading Context Recognition_sample_3_5	Misleading Context Recognition	What's items in those hands up there?	00:02:38	C	["A. He is holding the seven of spades and the ten of hearts with the number '17' written next to them.", 'B. He is holding the 7 of spades and the 10 of hearts.', 'C. He is holding nothing in his hand.', "D. He is holding the 7 of spades and the 10 of hearts, with '10+7' written next to them."]	single	Prior
Misleading Context Recognition_sample_4_1	Misleading Context Recognition	What's on the table now?	00:00:33	D	['A. There are two hands on top of the table, the top hand holds the 2 of hearts and the bottom hand holds the ace of clubs.', 'B. There are two pink playing cards in the middle of the table.', 'C. There is a red, green and blue patterned board with many small holes on the table and a deck of playing cards next to the ...	single	Prior
Misleading Context Recognition_sample_4_2	Misleading Context Recognition	What else existed on this green table until now?	00:01:38	A	["A. There are four playing cards on the table, the K of Spades, the Queen of Hearts, the J of Clubs, and the A of Diamonds, which reads '10 10 10 1'.", 'B. There are nine playing cards on the table: 2 of spades, 3 of diamonds, 4 of clubs, 5 of hearts, 6 of spades, 7 of diamonds, 8 of clubs, 9 of hearts, and 10 of spad...	single	Prior
Misleading Context Recognition_sample_4_3	Misleading Context Recognition	What is the number of points shown by the white number in the centre?	00:02:26	B	['A. The number of points on the table is 31.', 'B. The number of points on the table is now 5.', 'C. The number of points on the table is now 0.', 'D. The number of points on the table is now 27.']	single	Prior
Misleading Context Recognition_sample_4_4	Misleading Context Recognition	What playing cards of the suit of hearts are on the table now?	00:03:48	C	['A. There is a 3 of hearts and a 4 of hearts.', 'B. There is only one 5 of hearts.', 'C. There is only one 4 of hearts.', 'D. There is only one 3 of hearts.']	single	Prior
Misleading Context Recognition_sample_4_5	Misleading Context Recognition	What playing cards of the suit of diamonds are on the table now?	00:04:21	D	['A. There is only one 3 of diamonds.', 'B. There is a square 10 and a square 8.', 'C. There is only one square 10.', 'D. There is a square 10 and a square j.']	single	Prior
Misleading Context Recognition_sample_5_1	Misleading Context Recognition	What are the face-up playing cards on the table?	00:00:44	A	['A. There are the K of hearts, the A of hearts, the 10 of diamonds, the J of diamonds, the 10 of spades and the 9 of clubs.', 'B. The K of hearts, the A of hearts, the 10 of diamonds, the J of diamonds, and the 10 of spades.', 'C. With the K of hearts, 10 of diamonds, J of diamonds, 10 of spades.', 'D. There are the K...	single	Prior
Misleading Context Recognition_sample_5_2	Misleading Context Recognition	What's on the green table now?	00:01:59	B	['A. There are two vertical rows of playing cards on the top of the table, counting from top to bottom, with J, A, K, Q, 10, 9 on the left and J, A, K, Q, 10, 9 on the right.', 'B. There are two vertical rows of playing cards on the top of the table. Counting from top to bottom, on the left is J, J, A, K, Q, 10, 9 and ...	single	Prior
Misleading Context Recognition_sample_5_3	Misleading Context Recognition	What is the face-up playing card on the green table now?What are the face-up playing cards on the green table now?	00:02:52	C	['A. There is the K of spades, the 10 of hearts, the A of hearts, the K of hearts, the 10 of diamonds, the J of diamonds, and the 10 of spades.', 'B. There is the ten of hearts, the A of hearts, the K of hearts, the ten of diamonds, the J of diamonds and the ten of spades.', 'C. There is the K of spades, the 10 of hear...	single	Prior
Misleading Context Recognition_sample_5_4	Misleading Context Recognition	what are the playing cards on the table now?	00:03:27	D	['A. There is the K of hearts and the 10 of spades.', 'B. There is a K of hearts, a J of diamonds and a ten of spades.', 'C. There is a J of hearts, a J of diamonds, a nine of clubs, a K of hearts, and a ten of spades.', 'D. There is a 10 of clubs, a Q of clubs, a K of hearts and a K of clubs.']	single	Prior
Misleading Context Recognition_sample_5_5	Misleading Context Recognition	What's displayed on the table now?	00:04:08	A	["A. There are two groups of heads on the table. On the left, under group A, it says '9 points' and on the right, under group B, it says '12 points'.", 'B. There are two groups of avatars on the table, group A on the left and group B on the right.', "C. There are two sets of avatars on the table, each with two playing ...	single	Prior
Misleading Context Recognition_sample_6_1	Misleading Context Recognition	What's on this blue desktop?	00:00:22	B	['A. There are five stacked playing cards lying horizontally on the table.', 'B. There are five stacked playing cards on the table and a stack of green banknotes placed together on the right side.', 'C. There is a stack of green notes on the table with the number 10 written on them.', 'D. There are a number of green ba...	single	Prior
Misleading Context Recognition_sample_6_2	Misleading Context Recognition	What do the white letters say?	00:00:56	C	["A. 'check' is written in white letters.", "B. The white letters say 'raise'.", "C. The white letters say 'fold'.", "D. The white letters say 'call'."]	single	Prior
Misleading Context Recognition_sample_6_3	Misleading Context Recognition	What is displayed on the desktop?	00:01:26	D	['A. There are many unflipped playing cards and a pile of banknotes on the table and five flipped playing cards with a circle next to the left playing card and a C next to the top playing card.', 'B. There are many unflipped playing cards and a pile of banknotes on the table, and five flipped playing cards with a circl...	single	Prior
Misleading Context Recognition_sample_6_4	Misleading Context Recognition	How many symbols with white borders are now displayed on the desktop?	00:01:55	A	['A. There are four symbols: circle, C, check mark and arrow.', 'B. There is no one symbol.', 'C. There is one symbol: circle.', 'D. There are two symbols: circle and C.']	single	Prior
Misleading Context Recognition_sample_6_5	Misleading Context Recognition	How many rows of face-up playing cards are on the table?	00:02:20	B	['A. Six rows of face-up playing cards.', 'B. There are ten rows of face-up playing cards.', 'C. Two rows of face-up playing cards.', 'D. Three rows of face-up playing cards.']	single	Prior
Misleading Context Recognition_sample_7_1	Misleading Context Recognition	What are the current items occupying the table?	00:00:47	A	["A. In the video, there is only a green background with the words' wiliHow 'displayed in the bottom right corner.", 'B. There are only five playing cards in the video.', 'C. There are only five playing cards in the video. These playing cards are ranked from left to right as Plum Blossom 3, Diamond 4, Plum Blossom 5, S...	single	Prior
Misleading Context Recognition_sample_7_2	Misleading Context Recognition	What exactly is on the table now?	00:01:24	C	["A. The video background is green, and the word 'wiliHow' is displayed in the bottom right corner.", 'B. There are four playing cards in the video. These playing cards are Red Heart A, Diamond A, Spade A, and Plum Blossom A from left to right.', 'C. There are five playing cards in the video, but no suit', 'D. There ar...	single	Prior
Misleading Context Recognition_sample_7_3	Misleading Context Recognition	How many chips are on this table?	00:02:18	C	['A. There are three red chips in the video', 'B. There are two red chips in the video', 'C. There are four red chips in the video', 'D. There is a red chip in the video']	single	Prior
Misleading Context Recognition_sample_7_4	Misleading Context Recognition	What's on this green table now?	00:02:40	B	['A. There are four stacked chips in the video.', 'B. In the video, there is a hand holding two playing cards, Diamond Q and Diamond K, respectively.', 'C. There are four hands playing poker in the video.', "D. The video background is green, and the word 'wiliHow' is displayed in the bottom right corner."]	single	Prior
Misleading Context Recognition_sample_7_5	Misleading Context Recognition	What is currently on this green table?	00:03:22	D	["A. The video background is green, and the word 'wiliHow' is displayed in the bottom right corner.", 'B. There are three red, pink, and white playing cards in the video', 'C. In the video, there is a hand pressing a playing card', 'D. There are three playing cards in the video. These playing cards are Diamond 4, Diamo...	single	Prior
Misleading Context Recognition_sample_8_1	Misleading Context Recognition	How many face-up playing cards are on the table now?	00:00:27	C	['A. There are four face-up playing cards.', 'B. There is one face-up playing card.', 'C. There are two face-up playing cards.', 'D. There are fifty-two face-up playing cards.']	single	Prior
Misleading Context Recognition_sample_8_2	Misleading Context Recognition	What's on display on the table now?	00:00:37	D	['A. There are now six face-up cards on the table, namely the 5 of diamonds, 7 of spades, 2 of hearts, 2 of clubs, 8 of hearts and 7 of spades.', 'B. There are now four face-up cards on the table, namely, the 5 of diamonds, the 7 of spades, the 2 of spades, the 2 of clubs, the 2 of clubs and the 2 of clubs.', 'C. There...	single	Prior
Misleading Context Recognition_sample_8_3	Misleading Context Recognition	What is the card inside the white box on the table?	00:01:29	A	['A. The playing card there is the 4 of hearts.', 'B. The playing card there is the 3 of hearts.', 'C. The playing card there is the 2 of hearts.', 'D. The playing card there is an A of Hearts.']	single	Prior
Misleading Context Recognition_sample_8_4	Misleading Context Recognition	How many face-up playing cards are now on the green table?	00:01:58	B	['A. There are now eleven face-up playing cards on the table.', 'B. There are now fourteen face-up playing cards on the table.', 'C. There are now twelve face-up playing cards on the table.', 'D. there are now fifteen face-up playing cards on the table.']	single	Prior
Misleading Context Recognition_sample_8_5	Misleading Context Recognition	What cards are inside the white box now?	00:02:32	C	['A. There has a 5 of hearts and an ace of spades.', 'B. There is a 5 of hearts and a 2 of spades.', 'C. There is a six of hearts and a two of spades.', 'D. Only a 4 of hearts.']	single	Prior
Misleading Context Recognition_sample_9_1	Misleading Context Recognition	What's on the white tabletop?	00:00:25	D	['A. There are seven playing whose backs cards face up and a 10 of hearts.', 'B. There are five playing cards whose backs face up and a 10 of hearts.', 'C. There are four playing cards whose backs face up and pieces of playing card in someone hands.', 'D. There are three playing cards with their backs face up.']	single	Prior
Misleading Context Recognition_sample_9_2	Misleading Context Recognition	What's the face-up playing cards on the table now?	00:00:58	A	["A. It's the 6 of diamonds, the 9 of diamonds, the 3 of spades and the q of diamonds.", "B. It's the 6 of diamonds and the 3 of spades.", 'C. There is only the 3 of spades.', "D. It's the 2 of hearts, the Q of spades, the 6 of hearts, the 7 of hearts, the Q of clubs, the 5 of diamonds, the 9 of clubs, the 9 of diamond...	single	Prior
Misleading Context Recognition_sample_9_3	Misleading Context Recognition	How many face-up playing cards are on the table?	00:01:29	B	['A. There are four playing cards face up: six of diamonds, nine of diamonds, three of spades and Q of diamonds.', 'B. There are five playing cards face up: four of diamonds, three of spades, ten of diamonds, eight of spades and two of diamonds.', 'C. There are two face-up cards: the jack of diamonds and the two of hea...	single	Prior
Misleading Context Recognition_sample_9_4	Misleading Context Recognition	What are the face-up playing cards on the table?	00:01:58	C	['A. The 10 of hearts and the 2 of clubs.', 'B. There is the Q of hearts, 5 of hearts, 2 of clubs and 10 of hearts.', 'C. Only plum K.', 'D. With club 2 and club Q.']	single	Prior
Misleading Context Recognition_sample_9_5	Misleading Context Recognition	What exists on the table?	00:02:39	D	['A. There is a pair of hands on the table holding playing cards.', 'B. There are playing cards on the table back up and a ten of hearts.', 'C. There are playing cards on the table back up.', 'D. There are five face-up playing cards on the table, the J of Hearts, the Four of Spades, the Five of Hearts, the Eight of Spa...	single	Prior
Misleading Context Recognition_sample_10_1	Misleading Context Recognition	What's on the green desktop?	00:00:28	A	['A. There are four face-up playing cards, the four of clubs, the seven of hearts, the ace of spades and the K of hearts.', 'B. There are four different heads of figures at the top, bottom, left and right, with a playing card in the centre which is back up.', "C. On the left there are two avatars on a blue background w...	single	Prior
Misleading Context Recognition_sample_10_2	Misleading Context Recognition	How many face-up playing cards are on the table?	00:00:58	B	['A. There are fourteen face-up playing cards.', 'B. There are sixteen face-up playing cards.', 'C. There are thirteen face-up playing cards.', 'D. With fifteen face-up playing cards.']	single	Prior
Misleading Context Recognition_sample_10_3	Misleading Context Recognition	What's on this table right now?	00:01:29	C	['A. There are two avatars on the table with a blue background, and the avatars say A above and 7 below.', "B. There are two avatars on the table with a blue background and an ace written above the avatars and '4+3' written below.", 'C. There are three rows of back up playing cards on the table, and one row of face-up ...	single	Prior
Misleading Context Recognition_sample_10_4	Misleading Context Recognition	What's the playing card in the middle?	00:01:58	D	['A. It is an eight of clubs and 2 of clubs.', "B. It's the eight of clubs, the 2 of clubs and the 9 of clubs.", 'C. Only an eight of clubs.', "D. It's the eight of clubs, the two of clubs, the nine of clubs and the five of diamonds."]	single	Prior
Misleading Context Recognition_sample_10_5	Misleading Context Recognition	What's on the table now?	00:02:47	A	["A. There are two avatars on the table with a blue background, the top of the avatar says A, the bottom of the avatar says 'CONTRACT: 7', 'ACTUAL: 10', and to the right of the avatar it says the number 7.", "B. There are two avatars on the table, the background is blue, the top of the avatar says A, the bottom of the ...	single	Prior
Misleading Context Recognition_sample_11_1	Misleading Context Recognition	What's on the table now?	00:00:29	B	['A. There is a pairs of hands below, and three back facing playing cards in the middle of each hand; there are also playing cards above them.', 'B. There is a pairs of hands below, his left hand holding the 3 of clubs, the 8 of spades, the 2 of clubs, the 10 of spades, the ace of spades and the queen of hearts; there ...	single	Prior
Misleading Context Recognition_sample_11_2	Misleading Context Recognition	How many face-up playing cards are there now?	00:00:57	C	['A. There is not a single face-up playing card.', 'B. There are six cards: 3 of clubs, 8 of spades, 2 of clubs, 10 of spades, ace of spades, queen of hearts.', 'C. There are seven cards: 2 of diamonds, 8 of hearts, 8 of clubs, jack of clubs, king of hearts, queen of clubs, 6 of diamonds.', 'D. There are twenty-four fa...	single	Prior
Misleading Context Recognition_sample_11_3	Misleading Context Recognition	What playing cards can be seen now?	00:01:27	D	['A. There is the 2 of diamonds, the J of clubs, the K of hearts, the Q of clubs, the 6 of diamonds, the 8 of hearts and the 8 of clubs.', 'B. There is a 3 of diamonds and an ace of spades.', 'C. There is the 8 of spades, the 10 of spades, the ace of spades, the Q of hearts, the 8 of clubs, the 2 of clubs and the 3 of ...	single	Prior
Misleading Context Recognition_sample_11_4	Misleading Context Recognition	What face-up playing cards are left on the table now?	00:01:59	A	['A. There is the J of Hearts, the K of Clubs and the A of Hearts.', 'B. J of hearts, K of clubs, A of hearts, 3 of clubs.', 'C. A of diamonds, 8 of spades, 10 of hearts, 10 of spades, A of spades, Q of hearts, 3 of clubs.', 'D. With 5 hearts, 4 clubs, 3 hearts, J of spades, Q of diamonds, J of diamonds, 2 of clubs.']	single	Prior
Misleading Context Recognition_sample_11_5	Misleading Context Recognition	What cards are on the brown table now?	00:02:16	B	['A. A of clubs, J of hearts.', 'B. With the eight of diamonds and the J of hearts.', 'C. Only one J of Hearts.', 'D. J of hearts, k of clubs, A of hearts.']	single	Prior
Misleading Context Recognition_sample_12_1	Misleading Context Recognition	What is displayed on top of this white paper?	00:00:50	A	["A. The white paper shows a line of letters '8 less than a number'.", 'B. The white paper shows nothing.', "C. The white paper shows a line of letters '8 less'.", "D. The white sheet of paper shows a line of letters '8 less than'."]	single	Prior
Misleading Context Recognition_sample_12_2	Misleading Context Recognition	What does this thing write?	00:01:32	B	["A. This says '8 less than a number'.", "B. This says '3 more than'.", "C. This says '8 is less than a number -8'.", "D. This says '8 is less than a number n-8'."]	single	Prior
Misleading Context Recognition_sample_12_3	Misleading Context Recognition	What do the blue letters in here write?	00:01:54	C	["A. The blue letters say '3 more than twice a number'.", "B. The blue letters say '3 more than twice a number +3'.", "C. The blue word says '3 more than twice a number +3', with a horizontal line under '3 more than' and 'twice a number', and 'twice a number' have a horizontal line under them.", "D. The blue word says ...	single	Prior
Misleading Context Recognition_sample_12_4	Misleading Context Recognition	What is written on this white paper?	00:02:21	D	["A. '2n+3' is written on this white paper.", "B. '3 more than twice a number +3' is written on this white paper.", "C. '3 more than twice a number 2n+3' is written on this white paper.", "D. '2n+3 Difference of' is written on this white paper."]	single	Prior
Misleading Context Recognition_sample_12_5	Misleading Context Recognition	What is writed on the white paper with blue letters?	00:02:41	A	["A. In blue it says '2n+3 Difference of two numbers x-y'.", "B. The blue lettering says '2n+3'.", "C. The blue lettering says '2n+3 Difference of'.", "D. Blue lettering that says '2n+3 Difference of two numbers'."]	single	Prior
Misleading Context Recognition_sample_13_1	Misleading Context Recognition	What is written on this white chalkboard?	00:00:40	B	["A. Here it says 'INDEX LAWS continued' and 'review'.", "B. Here it says 'INDEX LAWS continued' and 'review' and 'a m=axaxa----xa' with 'm times' underneath.", "C. Here it says 'INDEX LAWS continued' and 'review' and 'a m='.", "D. Here it says 'INDEX LAWS continued' and 'review' and 'a m=axaxa----'."]	single	Prior
Misleading Context Recognition_sample_13_2	Misleading Context Recognition	How many letters 'a' are there in the black alphabet?	00:01:52	C	["A. There are eight black letters 'a' here.", "B. There are five black letters 'a' here.", "C. There are twelve black letters 'a'.", "D. There are eleven black letters 'a'."]	single	Prior
Misleading Context Recognition_sample_13_3	Misleading Context Recognition	How many letters 'm' are on the whiteboard?	00:02:30	D	["A. There are two letters 'm' here.", "B. There are five letters 'm' here..", "C. There are seven letters 'm' here.", "D. There are eight letters 'm' here."]	single	Prior
Misleading Context Recognition_sample_13_4	Misleading Context Recognition	What's in this form which is writed 'LIMITS'?	00:05:34	A	["A. This table has 'VALUE' and the numbers 1, 0.9, 0.8, 0.7, 0.6, 0.5, 0.4.", "B. The table contains the word 'VALUE'.", "C. The table contains the word 'VALUE' and the number 1.", "D. The table contains the word 'VALUE' and the numbers 1 and 0.9."]	single	Prior
Misleading Context Recognition_sample_13_5	Misleading Context Recognition	What's in this row of tables with the letters 'VALUE'?	00:05:53	B	['A. The numbers 1.000,0.909,0.836 are written here.', 'B. A number 1.000,0.909,0.836,0.779 is written here.', 'C. A number 1.000 is written here.', 'D. The numbers 1.000 and 0.909 are written here.']	single	Prior
Misleading Context Recognition_sample_14_1	Misleading Context Recognition	How many numbers '3' are to the left of the orange line on the whiteboard?	00:00:31	C	["A. There are three numbers '3'.", "B. There is one number '3'.", "C. There are four numbers '3'.", "D. There is not a single number '3'."]	single	Prior
Misleading Context Recognition_sample_14_2	Misleading Context Recognition	What's to the left of the orange line on this whiteboard?	00:01:08	D	['A. Nothing is written here.', "B. Here in blue it says 'the second power of three times the third power of three equals'.", "C. Here in blue it says 'the quadratic of three times the cubic of three equals the quintic of three'.", "D. Here in blue it says 'The quadratic of three times the cubic of three equals the fif...	single	Prior
Misleading Context Recognition_sample_14_3	Misleading Context Recognition	What's his finger pointing at?	00:01:47	A	["A. His finger points to the orange number '125' circled in green.", "B. His finger points to the orange letter 'log'.", "C. His finger is pointing to the blue letter that says 'three times three equals three times five'.", 'D. His finger points to the blank space in the lower right corner of the equation.']	single	Prior
Misleading Context Recognition_sample_14_4	Misleading Context Recognition	What green writing is to the left of the orange lines on the whiteboard?	00:03:05	B	["A. Here it says, 'The seventh power of two divided by the third power of two is equal to the third power of two.'.", "B. Here it says 'The seventh power of two divided by the third power of two equals the fourth power of two.'.", 'C. There is no green writing here.', "D. Here it says 'the seventh power of two'."]	single	Prior
Misleading Context Recognition_sample_14_5	Misleading Context Recognition	To the right of the orange line on the whiteboard, what blue text is there in addition to the blue text in the upper right corner of the whiteboard?	00:05:10	C	["A. In the middle of the whiteboard, 'log5 125' is written.", "B. In the middle of the whiteboard it says 'log5 125-log5 5'.", "C. The middle of the whiteboard says 'log5 125-log5 5=log5'.", "D. The middle of the whiteboard says 'log5 '."]	single	Prior
Misleading Context Recognition_sample_15_1	Misleading Context Recognition	What is displayed on top of this white paper?	00:01:34	D	["A. There is a line in red letters that says 'SIGNIFICANT FIGURES'.", 'B. There is an outline of a map of Australia made up of lots of small people.', "C. There is an outline of a map of Australia made up of lots of small people and a red letter above the outline that says 'SIGNIFICANT FIGURES'.", "D. There is an outl...	single	Prior
Misleading Context Recognition_sample_15_2	Misleading Context Recognition	What does the white paper show here?	00:03:50	A	["A. On the white paper there is an outline of a map of Australia made up of little people and some words that say 'counted (discrete)' and 'meawed (continuous)'.", "B. Here is a picture showing a man painting a pink wall, with the words 'meawed (continuous)' written at the top of the picture.", 'C. Here is a picture o...	single	Prior
Misleading Context Recognition_sample_15_3	Misleading Context Recognition	What's on this piece of paper?	00:04:55	B	["A. The paper says 'og. Round off 58374 to (a) I significant figure (b) 2 significant figures' and '(a) 58, 374'.", "B. The sheet of paper says '(a) 58, 374'.", "C. The paper says 'og. Round off 58374 to (a) I significant figure. (b) 2 significant figwes'.", "D. There is a picture on the paper that shows a person stan...	single	Prior
Misleading Context Recognition_sample_15_4	Misleading Context Recognition	What is written on this white paper?	00:05:49	C	["A. This has black letters that say '(a) 58,374 60,000'.", "B. In the centre, in black letters, it says '(a) 58,374'.", "C. This has red letters that say 'eg. hound off 58,374 to (a) I significant figwe (b) 2 significant figwes', and underneath it has black letters that say '(a) 58,374 60,000. (a) 58,374 60,000 50,000...	single	Prior
Misleading Context Recognition_sample_15_5	Misleading Context Recognition	What is written on this horizontal black line on top of the white paper?	00:07:40	D	["A. Black letters '50,000' and '60,000' are written on both sides of the black line.", "B. Two black letters '50,000' and '60,000' and one blue letter '55,000' are written around the black line.", "C. The black line is surrounded by two black letters '50,000', '60,000' and one blue letter '55,000 (midpoint)'.", "D. Th...	single	Prior
Misleading Context Recognition_sample_16_1	Misleading Context Recognition	What's written inside the screen?	00:01:48	A	["A. The top coloured text says 'Singnlar Value Decomposition(SVD)' and the bottom blue text says 'Data Reduction' and 'Data-Drixen Gemmalgation Of Fourien tinnsform (FFT)'.", "B. The top coloured text says 'Singnlar Value Decomposition (SVD)' and the bottom blue text says 'Data Reduction' and 'Data-Drixen Gemmalgation...	single	Prior
Misleading Context Recognition_sample_16_2	Misleading Context Recognition	What does the blue font on the screen say?	00:02:54	B	["A. The blue text says 'Data Reduction', 'Data-Drixen Gemmalgation Of Fourien tinnsform (FFT)'.", "B. The blue text says 'Data Reduction', 'Data-Drixen Gemmalgation Of Fourien tinnsform (FFT)', 'Tailored' to speeiFic problem'.", "C. The blue text says 'Data Reduction', 'Data-Drixen Gemmalgation'.", "D. The blue text s...	single	Prior
Misleading Context Recognition_sample_16_3	Misleading Context Recognition	What does it say in the top right corner of the screen?	00:03:57	C	["A. There's nothing written there.", "B. It says 'Solve Ax = b' in blue.", "C. It says 'Solve Ax = b', 'for non sque A', 'regression' in blue.", "D. It says 'Solve Ax = b', 'for non sque A' in blue."]	single	Prior
Misleading Context Recognition_sample_16_4	Misleading Context Recognition	What is displayed in the upper right corner of the screen?	00:04:20	D	["A. The blue font says 'Solve Ax = b', 'For nonque A', 'Regression'.", "B. The blue font says 'solve Ax = b', 'for non que A', 'regression', 'base'.", "C. The blue font says 'Solve Ax = b', 'for nonque A', 'regression', 'base PCA'.", "D. The blue font says 'Solve for Ax = b', 'for nonque A', 'regression', 'basis PCA',...	single	Prior
Misleading Context Recognition_sample_16_5	Misleading Context Recognition	Now on the left side of the screen, what words are written in the place below those texts?	00:05:20	A	["A. Underneath the original text, it says 'Google', 'Face book', 'Netflix', '...'.", "B. Underneath the original text, it says 'Google', 'Face book', 'Netflix'.", "C. Underneath the original text, it says 'Google', 'Face book'.", "D. Underneath the original text, it says 'Google'."]	single	Prior
Misleading Context Recognition_sample_17_1	Misleading Context Recognition	What is written on the left side of the whiteboard in orange lettering pen?	00:01:20	B	["A. The orange letters say, 'The second power of three equals nine', 'The fourth power of five equals six hundred and twenty-five'.", "B. The orange letters say, 'The second power of three equals nine', 'The fourth power of five equals six hundred and twenty-five', 'The negative power of six equals one-sixth'.", "C. T...	single	Prior
Misleading Context Recognition_sample_17_2	Misleading Context Recognition	What is written to the right of the orange line on the whiteboard?	00:03:07	C	["A. It says here in black letters, 'LOGARITHM LAWS'.", "B. It says here in black letters, 'LOGARITHM LAWS', 'CONSIDER'.", "C. Here in black letters are 'LOGARITHM LAWS', 'Conside', 'log5 5 =', '&', 'log5 125 ='.", "D. It says here in black letters, 'LOGARITHM LAWS', 'CONSIDER', 'log5 5 =.'."]	single	Prior
Misleading Context Recognition_sample_17_3	Misleading Context Recognition	What is written on the whiteboard to the right of the orange line?	00:04:06	D	["A. It says here in black letters, 'LOGARITHM LAWS', 'CONSIDER', 'log5 5='.", "B. Here in black letters are 'LOGARITHM LAWS', 'Conside', 'log5 5 =', '&', 'log5 125 ='.", "C. Here in black letters are 'LOGARITHM LAWS', 'Conside', 'log5 5 =1', '&', 'log5 125 ='.", "D. Here in black letters are 'LOGARITHM LAWS', 'Conside...	single	Prior
Misleading Context Recognition_sample_17_4	Misleading Context Recognition	What does the orange writing to the right of the orange line on the whiteboard say?	00:05:13	A	["A. The orange text here says 'LAW', 'loga a=1'.", "B. The orange text here says 'LAW', 'loga a='.", "C. The orange text here says 'LAW', 'loga'.", "D. The orange text here says 'LAW'."]	single	Prior
Misleading Context Recognition_sample_17_5	Misleading Context Recognition	What is written under the black letters above the white board to the right of the orange line?	00:06:36	B	["A. These orange letters say '_ + _' 'log5 5+ log5 125 = 4' 'log5 5+ log5 125= log5 625' 'log5 5+log5 125=log5'.", "B. These orange letters say '_ + _' 'log5 5+ log5 125 = 4' 'log5 5+ log5 125= log5 625' 'log5 5+log5 125=log5 (5x125)'.", "C. These orange letters say '_ + _' 'log5 5+ log5 125 = 4' 'log5 5+ log5 125= lo...	single	Prior
Misleading Context Recognition_sample_18_1	Misleading Context Recognition	What does the black writing on the whiteboard say?	00:00:23	C	["A. It says in black letters, 'LOGARITHMS', 'Ex 7-09 2-3ESL'.", "B. It says in black letters, 'LOGARITHMS', 'Ex 7-09 2-3ESL', '...are'.", "C. It says in black letters, 'LOGARITHMS', 'Ex 7-09 2-3ESL', '...are a way of lording differently'.", "D. It says in black letters, 'LOGARITHMS', 'Ex 7-09 2-3ESL', '...are a way'."...	single	Prior
Misleading Context Recognition_sample_18_2	Misleading Context Recognition	What does it say here in black letters?	00:01:24	D	["A. It says in black letters, 'LOGARITHMS', 'Ex 7-09 2-3ESL', '...are a way of lording differently'.", "B. It says in black letters, 'LOGARITHMS', 'Ex 7-09 2-3ESL', '...are a way of lording differently', 'at exponutiols indices.'.", "C. It says in black letters, 'LOGARITHMS', 'Ex 7-09 2-3ESL', '...are a way of lording...	single	Prior
Misleading Context Recognition_sample_18_3	Misleading Context Recognition	What are the words written on these arrows?	00:02:36	A	["A. The words written above these arrows are 'expuex/index/poen', 'the final remt', 'time', 'growth rate'.", "B. The words written above these arrows are 'expuex/index/poen', 'time', 'growth rate'.", "C. The words written above these arrows are 'expuex/index/poen', 'growth rate'.", "D. The words written above these ar...	single	Prior
Misleading Context Recognition_sample_18_4	Misleading Context Recognition	What is written in black letters in the lower right position of the whiteboard?	00:03:38	B	["A. It says 'the zero power of two equals one' and 'the negative power of two equals'.", "B. It says 'the zero power of two equals one' and 'the negative power of two equals one-half.'.", "C. It says here, 'The zero power of two equals one.'.", "D. It says here, 'The zero power of two is equal to'."]	single	Prior
Misleading Context Recognition_sample_18_5	Misleading Context Recognition	What is written on the whiteboard to the left of the black line?	00:04:54	C	["A. It says 'log' in black.", "B. It says 'log2 32=5' in black.", "C. In black it says 'log2 32=5' and in red it says 'log buc 2 of 32 quel 5'.", "D. In black it says 'log2 32=5' and in red it says 'log buc 2 '."]	single	Prior
Misleading Context Recognition_sample_19_1	Misleading Context Recognition	What are the words inside this white form?	00:01:51	D	["A. It says 'Numerical' in black.", "B. It says 'Numerical', 'Black (face up)' in black.", "C. It says 'Numerical', 'Black (face up)' in black words and 'Red (face up)' in red words.", "D. It says 'Black (face up)' and '? ?' in black words and 'Red (face up)' in red words."]	single	Prior
Misleading Context Recognition_sample_19_2	Misleading Context Recognition	What playing cards can be seen on the table?	00:02:57	A	['A. There is a 10 of diamonds, a 10 of clubs, a 2 of clubs, a j of clubs, an ace of diamonds, a 3 of diamonds and a 10 of spades.', 'B. There is a 10 of diamonds, a 10 of clubs, a 2 of clubs, a jack of clubs, an ace of diamonds, a 3 of diamonds, a q of spades and an 8 of hearts.', 'C. There are the 10 of diamonds, the...	single	Prior
Misleading Context Recognition_sample_19_3	Misleading Context Recognition	What numbers are written inside this white table?	00:05:53	B	['A. The table writes the numbers is Black 5 and Black 9 and Red 17.', 'B. The table writes the numbers is Black 5 and Black 9, Red 4 and Red 17.', 'C. The table writes the numbers is Black 9 and Red 17.', 'D. The table write a number is Black 9.']	single	Prior
Misleading Context Recognition_sample_19_4	Misleading Context Recognition	In this white table, what numbers are written?	00:06:32	C	['A. The table writes the numbers is Black 5 and Black 9 and Red 17.', 'B. The table writes the numbers is Black 5 and Black 9, Red 4 and Red 17.', 'C. The table writes the numbers is Black 5 and Black 9, Red 4 and Red 17 and red 5.', 'D. The table writes the numbers is Black 9 and Red 17.']	single	Prior
Misleading Context Recognition_sample_19_5	Misleading Context Recognition	What words are written inside the second white form?	00:10:59	D	["A. This form has a big black 'B' written on it.", "B. This form writes 'B' and 'black' in black word.", "C. This form has 'B' and 'black' in black and a 'red' in red.", "D. This form has 'B' and 'black' in black and a 'red' and '26-B'in red."]	single	Prior
Misleading Context Recognition_sample_20_1	Misleading Context Recognition	What does the screen show?	00:00:58	A	['A. The camera shows a pair of hands pressing on a stack of blue playing cards.', 'B. The camera shows a pile of blue playing cards sitting on a table.', 'C. The camera shows a pair of hands holding a stack of face-up playing cards.', 'D. The camera shows a right hand holding a pile of blue playing cards.']	single	Prior
Misleading Context Recognition_sample_20_2	Misleading Context Recognition	What's on the yellow table now?	00:03:29	B	["A. There's now a stack of blue playing cards and a nine of hearts on the table.", 'B. There are now three piles of blue playing cards on the table.', 'C. There are now two piles of blue playing cards on the table.', "D. There's nothing on the table now."]	single	Prior
Misleading Context Recognition_sample_20_3	Misleading Context Recognition	What is the screen showing now?	00:04:18	C	['A. The camera shows a pair of hands holding a pile of blue playing cards and other blue playing cards on the table.', 'B. The camera shows a pair of hands holding a pile of face-up playing cards, with many other blue on the table.', 'C. The camera shows three stacks of blue playing cards and a j of spades.', 'D. The ...	single	Prior
Misleading Context Recognition_sample_20_4	Misleading Context Recognition	What exists on this yellow table now?	00:06:46	D	['A. There were three piles of blue playing cards and a jack of spades.', 'B. There are four stacks of blue playing cards and a jack of spades.', 'C. There were five stacks of blue playing cards, and a jack of spades.', "D. There's just two piles of blue playing cards."]	single	Prior
Misleading Context Recognition_sample_20_5	Misleading Context Recognition	What else exists on the table now?	00:08:37	A	["A. Now there's a nine of hearts and a jack of spades on the table, and a stack of blue playing cards.", "B. There's nothing on the table now.", 'C. Now there are two piles of blue cards on the table.', 'D. Now there are three piles of blue cards on the table.']	single	Prior

End of preview. Expand in Data Studio

StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

🏠 Project Page | 📄 arXiv Paper | 📦 Dataset | 🏅Leaderboard

StreamingBench evaluates Multimodal Large Language Models (MLLMs) in real-time, streaming video understanding tasks. 🌟

[NEW! 2025.05.15] 🔥: Seed1.5-VL achieved ALL model SOTA with a score of 82.80 on the Proactive Output.

[NEW! 2025.03.17] ⭐: ViSpeeker achieved Open-Source SOTA with a score of 61.60 on the Omni-Source Understanding.

[NEW! 2025.01.14] 🚀: MiniCPM-o 2.6 achieved Streaming SOTA with a score of 66.01 on the Overall benchmark.

[NEW! 2025.01.06] 🏆: Dispider achieved Streaming SOTA with a score of 53.12 on the Overall benchmark.

[NEW! 2024.12.09] 🎉: InternLM-XComposer2.5-OmniLive achieved 73.79 on Real-Time Visual Understanding.

🎞️ Overview

As MLLMs continue to advance, they remain largely focused on offline video comprehension, where all frames are pre-loaded before making queries. However, this is far from the human ability to process and respond to video streams in real-time, capturing the dynamic nature of multimedia content. To bridge this gap, StreamingBench introduces the first comprehensive benchmark for streaming video understanding in MLLMs.

Key Evaluation Aspects

🎯 Real-time Visual Understanding: Can the model process and respond to visual changes in real-time?
🔊 Omni-source Understanding: Does the model integrate visual and audio inputs synchronously in real-time video streams?
🎬 Contextual Understanding: Can the model comprehend the broader context within video streams?

Dataset Statistics

📊 900 diverse videos
📝 4,500 human-annotated QA pairs
⏱️ Five questions per video at different timestamps

🎬 Video Categories

🔍 Task Taxonomy

🔬 Experimental Results

Performance of Various MLLMs on StreamingBench

All Context
60 seconds of context preceding the query time
Comparison of Main Experiment vs. 60 Seconds of Video Context

Performance of Different MLLMs on the Proactive Output Task

"≤ xs" means that the answer is considered correct if the actual output time is within x seconds of the ground truth.

📝 Citation

@article{lin2024streaming,
  title={StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding},
  author={Junming Lin and Zheng Fang and Chi Chen and Zihao Wan and Fuwen Luo and Peng Li and Yang Liu and Maosong Sun},
  journal={arXiv preprint arXiv:2411.03628},
  year={2024}
}

https://arxiv.org/abs/2411.03628

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Papers for mjuicem/StreamingBench

ViSpeak: Visual Instruction Feedback in Streaming Videos

Paper • 2503.12769 • Published Mar 17, 2025 • 8

StreamingBench: Assessing the Gap for MLLMs to Achieve Streaming Video Understanding

Paper • 2411.03628 • Published Nov 6, 2024 • 2