Datasets:

SI-Lab
/

StepCountQA-RL-Traj_11_50

images images listlengths 1 1	problem stringlengths 36 133	answer stringclasses 40 values
	<image> How many lighter colored Levi apparel are in the image?	17
	<image> How many Spoon are in the image?	30
	<image> How many Total Dominoes are in the image?	24
	<image> How many shoes are in the image?	28
	<image> How many characters in comic are in the image?	22
	<image> How many people are in the image?	22
	<image> How many shoes are in the image?	14
	<image> How many Tennis Balls are in the image?	38
	<image> How many people are in the image?	15
	<image> How many people are in the image?	21
	<image> How many red stripes are in the image?	28
	<image> How many Arrow are in the image?	43
	<image> How many Person are in the image?	25
	<image> How many images in the grid are in the image?	25
	<image> How many small round yellow candies on cake are in the image?	32
	<image> How many white piano keys are in the image?	14
	<image> How many shoes with white edges are in the image?	44
	<image> How many Cells with a date of birth are in the image?	21
	<image> How many chairlifts are in the image?	16
	<image> How many icons are in the image?	37
	<image> How many hot air ballons are in the image?	32
	<image> How many coin are in the image?	20
	<image> How many Butter Knives are in the image?	12
	<image> How many Icons are in the image?	25
	<image> How many bubbles are in the image?	13
	<image> How many Images are in the image?	16
	<image> How many people are in the image?	17
	<image> How many blurred file name are in the image?	27
	<image> How many dancers on stage are in the image?	14
	<image> How many wall sconces are in the image?	12
	<image> How many people are in the image?	18
	<image> How many movies in piles on the left are in the image?	30
	<image> How many Vertical wooden shelf supports are in the image?	32
	<image> How many people are in the image?	11
	<image> How many Christmas Presents are in the image?	13
	<image> How many Leg are in the image?	44
	<image> How many Automobilies are in the image?	40
	<image> How many hangers are in the image?	11
	<image> How many houses are in the image?	11
	<image> How many wine bottles are in the image?	33
	<image> How many cereal boxes are in the image?	11
	<image> How many Stuffed animals are in the image?	22
	<image> How many butterflys are in the image?	13
	<image> How many Books are in the image?	15
	<image> How many stuffed animals are in the image?	24
	<image> How many collage images are in the image?	28
	<image> How many Monopoly spaces are in the image?	40
	<image> How many apps are in the image?	26
	<image> How many glass wall/window are in the image?	16
	<image> How many human being on football field are in the image?	17
	<image> How many glasses are in the image?	17
	<image> How many boats are in the image?	47
	<image> How many car are in the image?	11
	<image> How many automobiles are in the image?	47
	<image> How many white cars are in the image?	13
	<image> How many people are in the image?	14
	<image> How many symbols are in the image?	17
	<image> How many candles are in the image?	11
	<image> How many hole in button the thread goes through are in the image?	12
	<image> How many illustration of hats are in the image?	28
	<image> How many calendar months are in the image?	12
	<image> How many cones are in the image?	21
	<image> How many Red bowling pin stripes. are in the image?	12
	<image> How many people are in the image?	11
	<image> How many pens are in the image?	20
	<image> How many Books are in the image?	11
	<image> How many Seating outside of the restuarant. are in the image?	11
	<image> How many non-meal item are in the image?	15
	<image> How many people are in the image?	38
	<image> How many people are in the image?	12
	<image> How many keyboard buttons are in the image?	45
	<image> How many cars are in the image?	25
	<image> How many fingers are in the image?	40
	<image> How many colored pencils are in the image?	21
	<image> How many player are in the image?	12
	<image> How many heads on black-colored icons are in the image?	15
	<image> How many Items Containing Beef are in the image?	11
	<image> How many book are in the image?	14
	<image> How many people are in the image?	11
	<image> How many plant are in the image?	18
	<image> How many people are in the image?	25
	<image> How many variable names are in the image?	21
	<image> How many face-up cards are in the image?	14
	<image> How many ceiling tiles are in the image?	29
	<image> How many red vehicles are in the image?	16
	<image> How many people are in the image?	42
	<image> How many picture are in the image?	11
	<image> How many Football club are in the image?	29
	<image> How many goggles are in the image?	14
	<image> How many tennis ball are in the image?	19
	<image> How many buttons on television remote control are in the image?	38
	<image> How many pocket clips are in the image?	11
	<image> How many black circles are in the image?	28
	<image> How many words in black font are in the image?	39
	<image> How many Rocks are in the image?	22
	<image> How many English alphabet characters are in the image?	28
	<image> How many cars are in the image?	50
	<image> How many luggages are in the image?	33
	<image> How many VHS Tapes are in the image?	21
	<image> How many people are in the image?	21

End of preview. Expand in Data Studio

StepCountQA-RL-Traj_11_50 Dataset

Dataset Description

StepCountQA-RL-Traj_11_50 is a visual question answering dataset focused on counting and spatial reasoning tasks. The dataset contains images paired with questions and detailed answers that require understanding and analyzing visual content.

Dataset Structure

Data Fields

images: A sequence of images (typically one image per sample)
problem: The question text describing the task to be solved in the image
answer: The answer text containing the solution to the problem

Data Splits

train: 9508 training samples

Dataset Statistics

Training set size: 9508 samples
Count range: 11 - 50
Total dataset size: approximately 2290.0 MB

Count Distribution (11-50)

Count	Samples
11	707
12	851
13	517
14	534
15	498
16	441
17	318
18	390
19	262
20	389
21	279
22	246
23	201
24	288
25	239
26	220
27	191
28	203
29	141
30	202
31	161
32	173
33	138
34	141
35	142
36	166
37	105
38	115
39	104
40	170
41	93
42	110
43	91
44	109
45	98
46	77
47	65
48	126
49	85
50	122

Usage Example

from datasets import load_dataset

# Load the dataset
dataset = load_dataset("SI-Lab/StepCountQA-RL-Traj_11_50")

# Access the training set
train_data = dataset["train"]

# View a sample
print(train_data[0])
# Output: {'images': [...], 'problem': '...', 'answer': '...'}

Dataset Creation

This dataset was created for training visual reasoning models, particularly focusing on:

Counting objects in images (11-50 range)
Spatial relationship understanding
Step-by-step reasoning for visual problems

Citation

If you use this dataset in your research, please cite the appropriate sources.

License

Please refer to the dataset license for usage terms and conditions.

Downloads last month: 3

Size of downloaded dataset files:

2.39 GB

Size of the auto-converted Parquet files:

2.39 GB

Number of rows:

9,508

Count	Samples
11	707
12	851
13	517
14	534
15	498
16	441
17	318
18	390
19	262
20	389
21	279
22	246
23	201
24	288
25	239
26	220
27	191
28	203
29	141
30	202
31	161
32	173
33	138
34	141
35	142
36	166
37	105
38	115
39	104
40	170
41	93
42	110
43	91
44	109
45	98
46	77
47	65
48	126
49	85
50	122

Count	Samples
11	707
12	851
13	517
14	534
15	498
16	441
17	318
18	390
19	262
20	389
21	279
22	246
23	201
24	288
25	239
26	220
27	191
28	203
29	141
30	202
31	161
32	173
33	138
34	141
35	142
36	166
37	105
38	115
39	104
40	170
41	93
42	110
43	91
44	109
45	98
46	77
47	65
48	126
49	85
50	122

Count	Samples
11	707
12	851
13	517
14	534
15	498
16	441
17	318
18	390
19	262
20	389
21	279
22	246
23	201
24	288
25	239
26	220
27	191
28	203
29	141
30	202
31	161
32	173
33	138
34	141
35	142
36	166
37	105
38	115
39	104
40	170
41	93
42	110
43	91
44	109
45	98
46	77
47	65
48	126
49	85
50	122