HOI Detection on VidHOI (val)
40.55mAP FullHOI4ABOT (Stacked)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HOI4ABOT (Stacked)Evaluation Mode=Oracle Mode2023.09 | 40.55 | 53.94 | 30.26 | |
| HOI4ABOT (Dual)Evaluation Mode=Oracle Mode2023.09 | 40.37 | 54.52 | 29.5 | |
| Spatio-Temporal Transformer NetworkEvaluation Mode=Oracle mode2023.06 | 38.61 | 52.44 | 27.99 | |
| ST-GazeEvaluation Mode=Oracle Mode2023.09 | 38.61 | 52.44 | 27.99 | |
| STTranEvaluation Mode=Oracle mode2023.06 | 28.32 | 42.08 | 17.74 | |
| STTranEvaluation Mode=Oracle Mode2023.09 | 28.32 | 42.08 | 17.74 | |
| TUTOREvaluation Mode=Oracle mode2023.06 | 26.92 | 37.12 | 23.49 | |
| TUTOREvaluation Mode=Oracle Mode2023.09 | 26.92 | 37.12 | 23.49 | |
| QPICEvaluation Mode=Oracle mode2023.06 | 21.4 | 32.9 | 20.56 | |
| QPICEvaluation Mode=Oracle Mode2023.09 | 21.4 | 32.9 | 20.56 | |
| HOTREvaluation Mode=Oracle mode2023.06 | 21.14 | 30.75 | 19.83 | |
| STIGPNEvaluation Mode=Oracle mode2023.06 | 19.39 | 28.13 | 18.22 | |
| GPNNEvaluation Mode=Oracle mode2023.06 | 18.47 | 24.5 | 16.41 | |
| ST-HOIEvaluation Mode=Oracle mode2023.06 | 17.6 | 27.2 | 17.3 | |
| ST-HOIEvaluation Mode=Oracle Mode2023.09 | 17.6 | 27.2 | 17.3 | |
| HOI4ABOT (Dual)Evaluation Mode=Detection Mode2023.09 | 11.12 | 18.48 | 5.61 | |
| HOI4ABOT (Stacked)Evaluation Mode=Detection Mode2023.09 | 10.79 | 17.79 | 5.42 | |
| spatio-temporal transformer networkObject Detector=YOLOv5, Evaluation Mode=Detection mode2023.06 | 10.4 | 16.83 | 5.46 | |
| ST-GazeEvaluation Mode=Detection Mode2023.09 | 10.4 | 16.83 | 5.46 | |
| spatio-temporal transformer networkObject Detector=Detectron2, Evaluation Mode=Detection mode2023.06 | 8.83 | 14.47 | 4.5 | |
| STTranObject Detector=YOLOv5, Evaluation Mode=Detection mode2023.06 | 7.61 | 13.18 | 3.33 | |
| STTranEvaluation Mode=Detection Mode2023.09 | 7.61 | 13.18 | 3.33 | |
| ST-HOIObject Detector=Detectron2, Evaluation Mode=Detection mode2023.06 | 3.1 | 5.9 | 2.1 |