Scene Graph Detection (SGDet) on Action Genome (AG)
30.3Recall@10 (Constrained)Vanilla
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VanillaBackbone=DSG-DETR, Supervision=Full2026.03 | 30.3 | 34.8 | 36.1 | 32.1 | 40.9 | 48.3 | |
| VanillaBackbone=STTran, Supervision=Full2026.03 | 25.2 | 34.1 | 37 | 24.6 | 36.2 | 48.8 | |
| PLA + OursBackbone=STTran, Supervision=Weak2026.03 | 22.24 | 26.48 | 28 | 23.2 | 30.24 | 37.47 | |
| PLA + OursBackbone=DSG-DETR, Supervision=Weak2026.03 | 21.88 | 25.92 | 27.41 | 23.13 | 30.34 | 37.51 | |
| TRKT† + OursBackbone=STTran, Supervision=Weak2026.03 | 19.63 | 24.29 | 27.55 | 21.13 | 27.95 | 35.89 | |
| TRKT† + OursBackbone=DSG-DETR, Supervision=Weak2026.03 | 19.32 | 24.81 | 27.86 | 21.08 | 28.14 | 35.96 | |
| TRKTBackbone=STTran, Supervision=Weak2026.03 | 17.56 | 22.33 | 27.45 | 18.76 | 24.49 | 33.92 | |
| PLABackbone=DSG-DETR, Supervision=Weak2026.03 | 15.47 | 21.33 | 25.86 | 15.66 | 22.71 | 31.9 | |
| PLABackbone=STTran, Supervision=Weak2026.03 | 15.39 | 21.44 | 26.24 | 15.83 | 22.83 | 31.74 | |
| TRKT†Backbone=DSG-DETR, Supervision=Weak2026.03 | 15.23 | 20.1 | 25.92 | 15.6 | 22.09 | 31.18 | |
| TRKT†Backbone=STTran, Supervision=Weak2026.03 | 15.11 | 20.63 | 26.02 | 15.73 | 22.64 | 31.23 | |
| VanillaBackbone=RLIPv2, Supervision=Zero-shot2026.03 | 5.06 | 8.37 | 10.05 | 5.98 | 14.6 | 21.42 |