Human-Object Interaction Detection on HICO-DET Unseen Verb (UV)
28.82Unseen ScoreEZ-HOI
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| EZ-HOIBackbone=Resnet50+ViT-L, Trainable Parameters=14.07M, Setting=UV2024.10 | 28.82 | 38.15 | 36.84 | — | |
| ScriptHOISetting=Open-vocabulary2026.05 | 28 | 34 | — | 30.7 | |
| UniHOI-s (w/ BLIP2)Type=UV, Zero-shot=true2023.11 | 26.05 | 36.78 | 34.68 | — | |
| UniHOIBackbone=Resnet50+ViT-L, Trainable Parameters=52.3M, Setting=UV2024.10 | 26.05 | 36.78 | 34.68 | — | |
| CLIP4HOIBackbone=Resnet50+ViT-B, Trainable Parameters=56.7M, Setting=UV2024.10 | 26.02 | 31.14 | 30.42 | — | |
| EZ-HOIBackbone=Resnet50+ViT-B, Trainable Parameters=6.85M, Setting=UV2024.10 | 25.1 | 33.49 | 32.32 | — | |
| HOICLIPBackbone=Resnet50+ViT-B, Trainable Parameters=66.18M, Setting=UV2024.10 | 24.3 | 32.19 | 31.09 | — | |
| Loc-aware OV-HOISetting=Open-vocabulary2026.05 | 24.3 | 33.1 | — | 28 | |
| EoIDBackbone=Resnet50, Trainable Parameters=41.45M, Setting=UV2024.10 | 22.71 | 30.73 | 29.61 | — | |
| CLIP4HOISetting=Open-vocabulary2026.05 | 22.5 | 32.6 | — | 26.6 | |
| FleVRSevaluation_mode=zero-shot2024.08 | 21.5 | 35.63 | 33.09 | — | |
| GEN-VLKTType=UV, Zero-shot=true2023.11 | 20.96 | 30.23 | 28.74 | — | |
| GEN-VLKTevaluation_mode=zero-shot2024.08 | 20.96 | 30.23 | 28.74 | — | |
| GEN-VLKTBackbone=Resnet50+ViT-B, Trainable Parameters=42.05M, Setting=UV2024.10 | 20.96 | 30.23 | 28.74 | — | |
| GEN-VLKTSetting=Open-vocabulary2026.05 | 18.4 | 31.8 | — | 23.3 | |
| QPIC-OVSetting=Open-vocabulary2026.05 | 12.8 | 27.6 | — | 17.5 | |
| CLIP-ZSSetting=Open-vocabulary2026.05 | 9.2 | 23.5 | — | 13.2 |