Datasets › HICO-DET
HICO-DET
HICO-DET is a dataset for detecting human-object interactions (HOI) in images. It contains 47,776 images (38,118 in train set and 9,658 in test set), 600 HOI categories constructed by 80 object categories and 117 verb classes. HICO-DET provides more than 150k annotated human-object pairs. V-COCO provides 10,346 images (2,533 for training, 2,867 for validating and 4,946 for testing) and 16,199 person instances. Each person has annotations for 29 action categories and there are no interaction labels including objects.
Source: Visual Compositional Learning for Human-Object Interaction Detection Image Source: http://www-personal.umich.edu/~ywchao/hico/
Benchmarks archive 2025-07-28
All 4 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Human-Object Interaction Detection | HICO-DET | Ours (PViC+) mAP 46.49 | Dynamic Scene Understanding from Vision-Language Representations | — | 55 | Compare |
| Affordance Recognition | HICO-DET | SCL COCO-Val2017 72.08 | Discovering Human-Object Interaction Concepts via... | zhihou7/HOI-CL +1 | 4 | Compare |
| Weakly Supervised Object Detection | HICO-DET | Spatial Prior MAP 5.39 | Activity Driven Weakly Supervised Object Detection | — | 4 | Compare |
| Human-Object Interaction Concept Discovery | HICO-DET | SCL Unknown (AP) 33.58 | Discovering Human-Object Interaction Concepts via... | zhihou7/HOI-CL +1 | 3 | Compare |
Papers archive 2025-07-28
30 shown of 52 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 180. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
The full list of 52 is in the JSON twin.
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
Unknown
Modalities archive 2025-07-28
Languages archive 2025-07-28
No language tagged.
Variants archive 2025-07-28
- HICO-DET
1 variant name, as the archive lists them.
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