HICO
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Human-Object Interaction Detection | HICO-DET | mAP (Full)50.56 | 233 | |
| HOI Detection | HICO-DET | mAP (Rare)43.23 | 34 | |
| HOI Detection | HICO-DET | mAP (Default Full)44.32 | 21 | |
| Object affordance recognition | HICO-DET | mAP92.79 | 12 | |
| HOI Detection | HICO-DET Known Object | Full Score31.18 | 10 | |
| HOI Classification | HICO (test) | mAP65.6 | 10 | |
| Multi-label HOI classification | HICO | mAP36.1 | 10 | |
| Activity Prediction | HICO (test) | mAP36.1 | 9 | |
| Layout-to-Image Generation | HiCo-7K 1.0 (test) | LocalCLIP Score25.17 | 7 | |
| Human-Object Interaction Detection | HICO-DET | UC33.26 | 7 | |
| Layout-to-Image Generation | HiCo-7K (test) | FID14.24 | 6 | |
| Text-to-Image Generation | HICO-DET | CLIP Score (T2T)73.3 | 5 | |
| Human-Object Interaction Recognition | HICO (Systematic-hard) | mAP (Full Classes)23.06 | 5 | |
| Human-Object Interaction Recognition | HICO (Systematic-easy) | mAP (Full)37.21 | 5 | |
| HOI Classification | HICO Few-shot Few@10 (test) | mAP57.2 | 4 | |
| HOI Classification | HICO Few@5 Few-shot (test) | mAP56.9 | 4 | |
| HOI Classification | HICO Few-shot Few@1 (test) | mAP52.7 | 4 | |
| HOI Classification | HICO Full (test) | mAP65.6 | 4 |
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