Object Affordance Recognition on COCO 2017 (val)
90.84mAPATL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| ATLHOI Data=HOI, Object=COCO2021.04 | 90.84 | — | — | — | |
| ATLHOI Data=HOI, Object=HOI2021.04 | 76.52 | — | — | — | |
| VCLHOI Data=HOI, Object=HOI2021.04 | 76.43 | — | — | — | |
| SCLSelf-training=true, Training Iterations=3M2022.03 | 72.08 | — | — | — | |
| SCLSelf-training=true, Training Iterations=0.8M2022.03 | 59.64 | — | — | — | |
| SCLSelf-training=true, Training Iterations=3M2022.03 | 56.19 | — | — | — | |
| ATLHOI Data=HICO, Object=COCO2021.04 | 56.05 | — | — | — | |
| ATL*Optimization Data=COCO data2022.03 | 56.05 | — | — | — | |
| ATLHOI Data=HICO, Object=HICO2021.04 | 52.01 | — | — | — | |
| ATLOptimization Data=Standard2022.03 | 52.01 | — | — | — | |
| SCL-Self-training=false, Training Iterations=0.8M2022.03 | 50.51 | — | — | — | |
| SCLSelf-training=true, Training Iterations=0.8M2022.03 | 47.68 | — | — | — | |
| SCL-Self-training=false, Training Iterations=0.8M2022.03 | 44.21 | — | — | — | |
| FCLHOI Data=HOI2021.04 | 41.89 | — | — | — | |
| ATL*Optimization Data=COCO data2022.03 | 37.01 | — | — | — | |
| ATLOptimization Data=Standard2022.03 | 36.8 | — | — | — | |
| VCLHOI Data=HICO, Object=HICO2021.04 | 36.74 | — | — | — | |
| VCLTraining Iterations=0.8M2022.03 | 36.74 | — | — | — | |
| ATL^ZSHOI Data=HICO, Object=COCO2021.04 | 35.55 | — | — | — | |
| BaselineHOI Data=HOI2021.04 | 31.91 | — | — | — | |
| VCLTraining Iterations=0.8M2022.03 | 28.71 | — | — | — | |
| FCLHOI Data=HICO2021.04 | 25.11 | — | — | — | |
| FCLTraining Iterations=0.8M2022.03 | 25.11 | — | — | — | |
| ATL^ZSHOI Data=HICO, Object=HICO2021.04 | 24.21 | — | — | — | |
| BaselineHOI Data=HICO2021.04 | 19.71 | — | — | — | |
| ATLHOI Data=HOI, Object=HOI2021.04 | — | 80.71 | 72.79 | 74.44 | |
| ATLHOI Data=HOI, Object=COCO2021.04 | — | 90.94 | 87.33 | 87.65 | |
| ATLHOI Data=HICO, Object=HICO2021.04 | — | 14.01 | 46.45 | 20.24 | |
| ATLHOI Data=HICO, Object=COCO2021.04 | — | 33.69 | 79.54 | 44.32 | |
| ATL^ZSHOI Data=HICO, Object=HICO2021.04 | — | 4.28 | 22.96 | 6.98 | |
| ATL^ZSHOI Data=HICO, Object=COCO2021.04 | — | 19.41 | 66.7 | 29.01 | |
| BaselineHOI Data=HOI2021.04 | — | 28.62 | 32.34 | 27.08 | |
| BaselineHOI Data=HICO2021.04 | — | 8.11 | 29.21 | 11.81 | |
| VCLHOI Data=HOI, Object=HOI2021.04 | — | 76.93 | 71.79 | 72.15 | |
| VCLHOI Data=HICO, Object=HICO2021.04 | — | 9.63 | 43.62 | 14.89 |