Human-Object Interaction Detection on HICO-DET Rare First v1.0 (test)
31.23Unseen mAPRLIPv2-ParSeDA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| RLIPv2-ParSeDABackbone=Swin-L2023.08 | 31.23 | 45.01 | 42.26 | — | |
| UniHOI-s (w/ BLIP2)Type=RF-UC, Zero-shot=true2023.11 | 28.68 | 33.16 | 32.27 | — | |
| RLIPv2-ParSeDABackbone=Swin-T2023.08 | 26.95 | 39.92 | 37.32 | — | |
| RLIPv2-ParSeDABackbone=ResNet-502023.08 | 21.45 | 35.85 | 32.97 | — | |
| GEN-VLKTBackbone=ResNet-502023.08 | 21.36 | 32.91 | 30.56 | — | |
| GEN-VLKTType=RF-UC, Zero-shot=true2023.11 | 21.36 | 32.91 | 30.56 | — | |
| RLIPv1-ParSeBackbone=ResNet-502023.08 | 19.19 | 33.35 | 30.52 | — | |
| Qpic + SCLK=all, Backbone=ResNet-50, Zero-shot=true2022.03 | 19.07 | 30.39 | 28.08 | 100 | |
| RLIPv1-ParSeDBackbone=ResNet-502023.08 | 16.43 | 30.59 | 27.76 | — | |
| QpicK=all, Backbone=ResNet-50, Zero-shot=true2022.03 | 15.24 | 30.44 | 27.4 | 100 | |
| FCLK=all, Zero-shot=true2022.03 | 13.16 | 24.23 | 22.01 | 100 | |
| FCLBackbone=ResNet-502023.08 | 13.16 | 24.23 | 22.01 | — | |
| FCLType=RF-UC, Zero-shot=true2023.11 | 13.16 | 24.23 | 22.01 | — | |
| VCLBackbone=ResNet-502023.08 | 10.06 | 24.28 | 21.43 | — | |
| VCLType=RF-UC, Zero-shot=true2023.11 | 10.06 | 24.28 | 21.43 | — | |
| SCLK=all, Zero-shot=true2022.03 | 9.64 | 22.72 | 19.78 | 100 | |
| ATLK=all, Zero-shot=true2022.03 | 9.18 | 24.67 | 21.57 | 100 | |
| ATLBackbone=ResNet-502023.08 | 9.18 | 24.67 | 21.57 | — | |
| ATLType=RF-UC, Zero-shot=true2023.11 | 9.18 | 24.67 | 21.57 | — | |
| SCLK=360, Zero-shot=true2022.03 | 4.09 | 22.72 | 19 | 15.83 | |
| QpicK=360, Backbone=ResNet-50, Zero-shot=true2022.03 | 3.72 | 30.47 | 25.12 | 15.83 | |
| SCLK=240, Zero-shot=true2022.03 | 3.66 | 22.72 | 18.91 | 15 | |
| QpicK=240, Backbone=ResNet-50, Zero-shot=true2022.03 | 3.35 | 30.47 | 25.04 | 15 | |
| QpicK=120, Backbone=ResNet-50, Zero-shot=true2022.03 | 2.32 | 30.47 | 24.84 | 10.83 | |
| SCLK=120, Zero-shot=true2022.03 | 2.26 | 22.72 | 18.71 | 10.83 | |
| SCLK=0, Zero-shot=true2022.03 | 1.68 | 22.72 | 18.52 | 0 | |
| QpicK=0, Backbone=ResNet-50, Zero-shot=true2022.03 | 0 | 30.47 | 24.37 | 0 |