Human-Object Interaction Detection on HICO-DET 1 (test)
37.56Full mAPGlobal-Local Body-Part Interactiveness Learning
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Global-Local Body-Part Interactiveness LearningEvaluation Setting=Known Object2022.07 | 37.56 | 35.87 | 38.06 | — | |
| Global-Local Body-Part Interactiveness LearningEvaluation Setting=Default2022.07 | 35.15 | 33.71 | 35.58 | — | |
| CDNEvaluation Setting=Known Object2022.07 | 34.53 | 29.73 | 35.96 | — | |
| GGNetEvaluation Setting=Known Object2022.07 | 33.5 | 26.67 | 34.89 | — | |
| RLIPv2-ParSeDABackbone=Swin-L2023.08 | 32.22 | 31.89 | 32.32 | — | |
| CDNEvaluation Setting=Default2022.07 | 31.78 | 27.55 | 33.05 | — | |
| AS-NetEvaluation Setting=Known Object2022.07 | 31.74 | 27.07 | 33.14 | — | |
| QPICEvaluation Setting=Known Object2022.07 | 31.68 | 24.14 | 33.93 | — | |
| FCLEvaluation Setting=Known Object2022.07 | 31.31 | 25.62 | 33.02 | — | |
| GGNetEvaluation Setting=Default2022.07 | 29.17 | 22.13 | 30.84 | — | |
| Zou et al.Evaluation Setting=Known Object2022.07 | 29.13 | 20.98 | 31.57 | — | |
| FCLEvaluation Setting=Default2022.07 | 29.12 | 23.67 | 30.75 | — | |
| QPICEvaluation Setting=Default2022.07 | 29.07 | 21.85 | 31.23 | — | |
| AS-NetEvaluation Setting=Default2022.07 | 28.87 | 24.25 | 30.25 | — | |
| IDNEvaluation Setting=Known Object2022.07 | 28.24 | 24.47 | 29.37 | — | |
| RLIPv2-ParSeDABackbone=Swin-T2023.08 | 27.85 | 24.26 | 28.92 | — | |
| Zou et al.Evaluation Setting=Default2022.07 | 26.61 | 19.15 | 28.84 | — | |
| IDNEvaluation Setting=Default2022.07 | 26.29 | 22.61 | 27.39 | — | |
| VCLEvaluation Setting=Known Object2022.07 | 25.98 | 19.12 | 28.03 | — | |
| PPDMEvaluation Setting=Known Object2022.07 | 24.58 | 16.65 | 26.84 | — | |
| RLIPv2-ParSeDABackbone=ResNet-502023.08 | 23.96 | 22.13 | 24.51 | — | |
| DJ-RNEvaluation Setting=Known Object2022.07 | 23.69 | 20.64 | 24.6 | — | |
| VCLEvaluation Setting=Default2022.07 | 23.63 | 17.21 | 25.55 | — | |
| PPDMEvaluation Setting=Default2022.07 | 21.73 | 13.78 | 24.1 | — | |
| DJ-RNEvaluation Setting=Default2022.07 | 21.34 | 18.53 | 22.18 | — | |
| PMFNetEvaluation Setting=Known Object2022.07 | 20.34 | 17.47 | 21.2 | — | |
| TINEvaluation Setting=Known Object2022.07 | 19.17 | 15.51 | 20.26 | — | |
| RLIPv1-ParSeBackbone=ResNet-502023.08 | 18.46 | 17.47 | 18.76 | — | |
| RLIPv1-ParSeDBackbone=ResNet-502023.08 | 18.3 | 16.22 | 18.92 | — | |
| PMFNetEvaluation Setting=Default2022.07 | 17.46 | 15.65 | 18 | — | |
| TINEvaluation Setting=Default2022.07 | 17.03 | 13.42 | 18.11 | — | |
| iCANEvaluation Setting=Known Object2022.07 | 16.26 | 11.33 | 17.73 | — | |
| iCANEvaluation Setting=Default2022.07 | 14.84 | 10.45 | 16.15 | — | |
| CLIP4HOIBackbone=R50+CLIP, TP=71.2M2025.09 | — | — | — | 35.33 | |
| HOICLIPBackbone=R50+CLIP, Time=101ms, TP=66.1M2025.09 | — | — | — | 34.59 | |
| HORPBackbone=R50+CLIP+Gaze, Time=427ms, TP=26.5M2025.09 | — | — | — | 38.61 | |
| MGNMBackbone=R50+CLIP, Time=72ms, TP=19.5M2025.09 | — | — | — | 39.43 | |
| MGNM w/ MLPBackbone=R50+CLIP, Time=106ms, TP=20.9M2025.09 | — | — | — | 37.34 | |
| SCGBackbone=R50, Time=182ms, TP=54.2M2025.09 | — | — | — | 29.26 | |
| ViPLOBackbone=R101-DC+CLIP+VP, Time=166ms, TP=118.2M2025.09 | — | — | — | 34.95 |