DeepPerception
Collection
5 items • Updated • 1
question_id stringlengths 7 12 | image dict | question stringlengths 75 123 | answer stringlengths 83 131 | category stringclasses 10
values |
|---|---|---|---|---|
aircraft/000 | {
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0... | Find and give the bounding box of <|object_ref_start|>Sukhoi Su-30<|object_ref_end|> | <|object_ref_start|>Sukhoi Su-30<|object_ref_end|><|box_start|>(77,288),(598,1000)<|box_end|> | aircraft |
aircraft/001 | {"bytes":"/9j/4AAQSkZJRgABAQAASABIAAD/7QBgUGhvdG9zaG9wIDMuMAA4QklNBAQAAAAAACccAVoAAxslRxwCAAACAAIcAj(...TRUNCATED) | Find and give the bounding box of <|object_ref_start|>Mikoyan MiG-29<|object_ref_end|> | <|object_ref_start|>Mikoyan MiG-29<|object_ref_end|><|box_start|>(522,2),(890,419)<|box_end|> | aircraft |
aircraft/002 | {"bytes":"/9j/4AAQSkZJRgABAQEASABIAAD/2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHB(...TRUNCATED) | Find and give the bounding box of <|object_ref_start|>Airbus A380<|object_ref_end|> | <|object_ref_start|>Airbus A380<|object_ref_end|><|box_start|>(55,313),(989,986)<|box_end|> | aircraft |
aircraft/003 | {"bytes":"/9j/4AAQSkZJRgABAQEASABIAAD/2wBDAAYEBQYFBAYGBQYHBwYIChAKCgkJChQODwwQFxQYGBcUFhYaHSUfGhsjHB(...TRUNCATED) | Find and give the bounding box of <|object_ref_start|>Boeing 737<|object_ref_end|> | <|object_ref_start|>Boeing 737<|object_ref_end|><|box_start|>(460,1),(951,285)<|box_end|> | aircraft |
aircraft/004 | {"bytes":"iVBORw0KGgoAAAANSUhEUgAACgAAAAWgCAYAAACSABrfAAAAAXNSR0IArs4c6QAAAARnQU1BAACxjwv8YQUAAAAJcE(...TRUNCATED) | Find and give the bounding box of <|object_ref_start|>Boeing KC-135<|object_ref_end|> | <|object_ref_start|>Boeing KC-135<|object_ref_end|><|box_start|>(343,218),(970,602)<|box_end|> | aircraft |
aircraft/005 | {"bytes":"/9j/4QCURXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAAPoKYAAIAAAAPAAAATodpAAQAAAABAAAAXoglAAQAAAABAA(...TRUNCATED) | Find and give the bounding box of <|object_ref_start|>Fokker 50<|object_ref_end|> | <|object_ref_start|>Fokker 50<|object_ref_end|><|box_start|>(445,459),(943,760)<|box_end|> | aircraft |
aircraft/006 | {"bytes":"/9j/4QCURXhpZgAATU0AKgAAAAgABAE7AAIAAAAPAAAAPoKYAAIAAAAPAAAATodpAAQAAAABAAAAXoglAAQAAAABAA(...TRUNCATED) | Find and give the bounding box of <|object_ref_start|>ATR 42<|object_ref_end|> | <|object_ref_start|>ATR 42<|object_ref_end|><|box_start|>(12,485),(464,765)<|box_end|> | aircraft |
aircraft/007 | {"bytes":"/9j/4AAQSkZJRgABAQAASABIAAD/4QCMRXhpZgAATU0AKgAAAAgABQESAAMAAAABAAEAAAEaAAUAAAABAAAASgEbAA(...TRUNCATED) | Find and give the bounding box of <|object_ref_start|>Douglas DC-3<|object_ref_end|> | <|object_ref_start|>Douglas DC-3<|object_ref_end|><|box_start|>(1,187),(974,484)<|box_end|> | aircraft |
aircraft/008 | {"bytes":"/9j/4AAQSkZJRgABAQAASABIAAD/4QCMRXhpZgAATU0AKgAAAAgABQESAAMAAAABAAEAAAEaAAUAAAABAAAASgEbAA(...TRUNCATED) | Find and give the bounding box of <|object_ref_start|>Douglas C-47 Skytrain<|object_ref_end|> | "<|object_ref_start|>Douglas C-47 Skytrain<|object_ref_end|><|box_start|>(11,624),(964,863)<|box_end(...TRUNCATED) | aircraft |
aircraft/009 | {"bytes":"/9j/4AAQSkZJRgABAQAASABIAAD/4QBMRXhpZgAATU0AKgAAAAgAAgESAAMAAAABAAEAAIdpAAQAAAABAAAAJgAAAA(...TRUNCATED) | Find and give the bounding box of <|object_ref_start|>McDonnell Douglas DC-10<|object_ref_end|> | "<|object_ref_start|>McDonnell Douglas DC-10<|object_ref_end|><|box_start|>(217,37),(781,290)<|box_e(...TRUNCATED) | aircraft |
End of preview. Expand in Data Studio
DeepPerception: Advancing R1-like Cognitive Visual Perception in MLLMs for Knowledge-Intensive Visual Grounding
Xinyu Ma, Ziyang Ding, Zhicong Luo, Chi Chen, Zonghao Guo, Derek F. Wong, Xiaoyi Feng, Maosong Sun
This is the official repository of KVG-Bench, a comprehensive benchmark of Knowledge-intensive Visual Grounding (KVG) spanning 10 categories with 1.3K manually curated test cases.
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