Human-Object Interaction Detection on HICO-DET closed setting
47.71Performance Score (Rare)SL-HOI
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SL-HOIBackbone=DINOv3-ViT-L/16, Architecture Type=One-stage methods2026.03 | 47.71 | 44.25 | 45.05 | |
| BC-HOIBackbone=ResNet50 + BLIP-2-ViT-G/14, Architecture Type=One-stage methods2026.03 | 45.76 | 42.18 | 43.01 | |
| VRDiffBackbone=ResNet50 + CLIP-ViT-L/14, Architecture Type=Two-stage methods2026.03 | 41.69 | 41.31 | 41.4 | |
| UniHOIBackbone=ResNet50 + BLIP-2-ViT-G/14, Architecture Type=One-stage methods2026.03 | 39.91 | 40.11 | 40.06 | |
| BCOMBackbone=ResNet50 + CLIP-ViT-L/14, Architecture Type=Two-stage methods2026.03 | 39.9 | 39.17 | 39.34 | |
| HOLaBackbone=ResNet50 + CLIP-ViT-L/14, Architecture Type=Two-stage methods2026.03 | 38.66 | 39.18 | 39.05 | |
| CMMPBackbone=ResNet50 + CLIP-ViT-L/14, Architecture Type=Two-stage methods2026.03 | 37.75 | 38.25 | 38.14 | |
| EZ-HOIBackbone=ResNet50 + CLIP-ViT-L/14, Architecture Type=Two-stage methods2026.03 | 37.7 | 38.89 | 38.61 | |
| DP-HOIBackbone=ResNet50 + CLIP-ViT-B/32, Architecture Type=One-stage methods2026.03 | 34.36 | 37.22 | 36.56 | |
| CLIP4HOIBackbone=ResNet50 + CLIP-ViT-B/16, Architecture Type=Two-stage methods2026.03 | 33.95 | 35.74 | 35.33 | |
| LOGICHOIBackbone=ResNet50 + CLIP-ViT-B/32, Architecture Type=One-stage methods2026.03 | 32.03 | 36.22 | 35.47 | |
| HOICLIPBackbone=ResNet50 + CLIP-ViT-B/32, Architecture Type=One-stage methods2026.03 | 31.12 | 35.74 | 34.69 | |
| FGAHOIBackbone=Swin-Large, Architecture Type=One-stage methods2026.03 | 30.71 | 39.11 | 37.18 | |
| GEN-VLKTBackbone=ResNet50 + CLIP-ViT-B/32, Architecture Type=One-stage methods2026.03 | 29.25 | 35.1 | 33.75 | |
| DOQBackbone=ResNet50 + CLIP-ViT-B/16, Architecture Type=One-stage methods2026.03 | 29.19 | 34.5 | 33.28 | |
| CDNBackbone=ResNet50, Architecture Type=One-stage methods2026.03 | 27.39 | 32.64 | 31.44 | |
| UPTBackbone=ResNet50, Architecture Type=Two-stage methods2026.03 | 25.94 | 33.36 | 31.66 | |
| QPICBackbone=ResNet50, Architecture Type=One-stage methods2026.03 | 21.85 | 31.23 | 29.07 |