HOI Detection on HICO-DET (test)
45.1Box mAP (Full)RLIPv2
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RLIPv2Backbone=Swin-L2024.08 | 45.1 | 45.6 | 43.2 | |
| PVICBackbone=Swin-L2024.08 | 44.3 | 44.6 | 44.2 | |
| FleVRSBackbone=Focal-L2024.08 | 38.1 | 33 | 39.5 | |
| UniVRDBackbone=ViT-L2024.08 | 37.4 | 28.9 | 39.9 | |
| VIPLOBackbone=ViT-B2024.08 | 37.2 | 35.5 | 37.8 | |
| ERNetBackbone=EfficientNetV2-XL2024.08 | 35.9 | 30.1 | 38.3 | |
| GEN-VLKTBackbone=ResNet-1012024.08 | 35 | 31.2 | 36.1 | |
| MURENBackbone=ResNet-502024.08 | 32.9 | 28.7 | 34.1 | |
| RLIPBackbone=ResNet-50, Training Data=VG+COCO2024.08 | 32.8 | 26.9 | 34.6 | |
| UPTBackbone=ResNet-1012024.08 | 32.6 | 28.6 | 33.8 | |
| STIPBackbone=ResNet-502024.08 | 32.2 | 28.2 | 33.4 | |
| CDNBackbone=ResNet-1012024.08 | 32.1 | 27.2 | 33.5 | |
| SCGBackbone=ResNet-502024.08 | 31.3 | 24.7 | 33.3 | |
| QPICBackbone=ResNet-1012024.08 | 29.9 | 23 | 31.7 | |
| ConsNet-FBackbone=R-50-FPN2020.08 | 25.94 | 19.35 | 27.91 | |
| HOTRBackbone=ResNet-502024.08 | 25.1 | 17.3 | 27.4 | |
| ConsNetBackbone=R-50-FPN2020.08 | 22.15 | 17.55 | 23.52 | |
| Bansal et al.Backbone=R-1012020.08 | 21.96 | 16.43 | 23.62 | |
| PPDMBackbone=H-1042020.08 | 21.73 | 13.78 | 24.1 | |
| VSGNetBackbone=R-1522020.08 | 19.8 | 16.05 | 20.91 | |
| IP-NetBackbone=H-1042020.08 | 19.56 | 12.79 | 21.58 | |
| Peyre et al.Backbone=R-50-FPN2020.08 | 19.4 | 15.4 | 20.75 | |
| HOIDBackbone=R-50-FPN2020.08 | 17.85 | 12.85 | 19.34 | |
| PMFNetBackbone=R-50-FPN2020.08 | 17.46 | 15.65 | 18 | |
| TIN-RP_T2C_DBackbone=R-502020.08 | 17.22 | 13.51 | 18.32 | |
| Gupta et al.Backbone=R-1522020.08 | 17.18 | 12.17 | 18.68 | |
| Wang et al.Backbone=R-50-FPN2020.08 | 16.24 | 11.16 | 17.75 | |
| iCANBackbone=R-502020.08 | 14.84 | 10.45 | 16.15 | |
| GPNNBackbone=DCN2020.08 | 13.11 | 9.34 | 14.23 | |
| InteractNetBackbone=R-50-FPN2020.08 | 9.94 | 7.16 | 10.77 | |
| HO-RCNNBackbone=CaffeNet2020.08 | 7.81 | 5.37 | 8.54 | |
| Shen et al.Backbone=VGG-192020.08 | 6.46 | 4.24 | 7.12 |