Human-Object Interaction on VG-HOI (Computed-box)
2.78mAPAnyHOI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AnyHOIBackbone=InternVL2 8B2026.04 | 2.78 | 11.76 | |
| AnyHOIBackbone=Qwen2-VL 7B2026.04 | 2.76 | 12.14 | |
| AnyHOIBackbone=LLaVA OV 7B2026.04 | 2.64 | 12.12 | |
| AnyHOIBackbone=InstructBLIP 7B2026.04 | 2.61 | 10.9 | |
| AnyHOIBackbone=InstructBLIP 13B2026.04 | 2.44 | 10.86 | |
| AnyHOIBackbone=InternVL2 2B2026.04 | 2.43 | 9.71 | |
| AnyHOIBackbone=InternVL2 4B2026.04 | 2.25 | 10.83 | |
| AnyHOIBackbone=Qwen2-VL 2B2026.04 | 2.15 | 9.94 | |
| AnyHOIBackbone=CogVLM2 19B2026.04 | 2.11 | 10.98 | |
| AnyHOIBackbone=LLaVA OV 0.5B2026.04 | 1.99 | 8.1 | |
| DHDLabel Source=WN2026.04 | 1.98 | 10.31 | |
| AnyHOIBackbone=Idefics2 8B2026.04 | 1.9 | 10.43 | |
| AnyHOIBackbone=Phi3V 4B2026.04 | 1.87 | 9.58 | |
| CLIPLabel Source=VG2026.04 | 1.45 | 9.71 | |
| Idefics2 8B2026.04 | 1.13 | 6.68 | |
| InternVL2 2B2026.04 | 1.07 | 5.26 | |
| DHDLabel Source=VG2026.04 | 1.06 | 9.89 | |
| InternVL2 8B2026.04 | 1.03 | 6.61 | |
| LLaVA OV 7B2026.04 | 0.93 | 5.97 | |
| Qwen2-VL 7B2026.04 | 0.87 | 6.07 | |
| InternVL2 4B2026.04 | 0.77 | 5.2 | |
| Qwen2-VL 2B2026.04 | 0.55 | 2.71 | |
| InstructBLIP 7B2026.04 | 0.38 | 1.59 | |
| CLIPLabel Source=WN2026.04 | 0.37 | 7.22 | |
| InstructBLIP 13B2026.04 | 0.33 | 1.6 | |
| CogVLM2 19B2026.04 | 0.22 | 1.23 | |
| Phi3V 4B2026.04 | 0.22 | 0.75 | |
| LLaVA OV 0.5B2026.04 | 0.15 | 0.71 | |
| Random2026.04 | 0.05 | 6.68 |