Scene Graph Detection (SGDET) on Action Genome v1.0 (test)
36.5R@10VOST-SGG
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| VOST-SGGConstraint Type=No Constraint2025.12 | 36.5 | 44.8 | 52.6 | 28.7 | 41.6 | 51.5 | |
| DIFFVSGGConstraint Type=No Constraint2025.12 | 35.4 | 42.5 | 51 | — | — | — | |
| OEDConstraint Type=No Constraint2025.12 | 35.3 | 44 | 51.8 | 32.6 | 39.1 | 49.7 | |
| VOST-SGGConstraint Type=With Constraint2025.12 | 34.2 | 41.5 | 49 | 23 | 29.7 | 35.8 | |
| OEDConstraint Type=With Constraint2025.12 | 33.5 | 40.9 | 48.9 | 20.8 | 26.5 | 32.5 | |
| DIFFVSGGConstraint Type=With Constraint2025.12 | 32.8 | 39.9 | 45.5 | — | — | — | |
| DSG-DETRConstraint Type=No Constraint2025.12 | 32.1 | 40.9 | 48.3 | 24.7 | 33.9 | 43.7 | |
| TPTConstraint Type=No Constraint2025.12 | 32 | 39.6 | 51.5 | — | — | — | |
| DSG-DETRConstraint Type=With Constraint2025.12 | 30.3 | 34.8 | 36.1 | — | — | — | |
| TEMPURAConstraint Type=No Constraint2025.12 | 29.8 | 38.1 | 46.4 | — | — | — | |
| TEMPURAConstraint Type=With Constraint2025.12 | 28.1 | 33.4 | 34.9 | 22.6 | 22.6 | 23.7 | |
| TR2Constraint Type=No Constraint2025.12 | 27.8 | 39.2 | 50 | — | — | — | |
| TR2Constraint Type=With Constraint2025.12 | 26.8 | 35.5 | 38.3 | — | — | — | |
| TRACEConstraint Type=No Constraint2025.12 | 26.5 | 35.6 | 45.3 | 22.8 | 31.3 | 41.8 | |
| APTConstraint Type=With Constraint2025.12 | 26.3 | 36.1 | 38.3 | — | — | — | |
| STTran-TPIConstraint Type=With Constraint2025.12 | 26.2 | 34.6 | 37.4 | 20.2 | 20.2 | 22.8 | |
| APTConstraint Type=No Constraint2025.12 | 25.7 | 37.9 | 50.1 | — | — | — | |
| STTranConstraint Type=With Constraint2025.12 | 25.2 | 34.1 | 37 | 20.8 | 20.8 | 22.2 | |
| GPS-NetConstraint Type=With Constraint2025.12 | 24.7 | 33.1 | 35.1 | — | — | — | |
| STTranConstraint Type=No Constraint2025.12 | 24.6 | 36.2 | 48.8 | 20.9 | 29.7 | 39.2 | |
| RelDNConstraint Type=With Constraint2025.12 | 24.5 | 32.8 | 34.9 | 3.3 | 3.3 | 3.3 | |
| VCTreeConstraint Type=With Constraint2025.12 | 24.4 | 32.6 | 34.7 | — | — | — | |
| GPS-NetConstraint Type=No Constraint2025.12 | 24.4 | 35.7 | 47.3 | — | — | — | |
| MSDNConstraint Type=With Constraint2025.12 | 24.1 | 32.4 | 34.5 | — | — | — | |
| RelDNConstraint Type=No Constraint2025.12 | 24.1 | 35.4 | 46.8 | 7.5 | 7.5 | 7.5 | |
| VCTreeConstraint Type=No Constraint2025.12 | 23.9 | 35.3 | 46.8 | — | — | — | |
| M-FREQConstraint Type=With Constraint2025.12 | 23.7 | 31.4 | 33.3 | — | — | — | |
| MSDNConstraint Type=No Constraint2025.12 | 23.1 | 34.7 | 46.5 | — | — | — | |
| M-FREQConstraint Type=No Constraint2025.12 | 22.8 | 34.3 | 46.4 | — | — | — | |
| VRDConstraint Type=With Constraint2025.12 | 19.2 | 24.5 | 26 | — | — | — | |
| VRDConstraint Type=No Constraint2025.12 | 19.1 | 28.8 | 40.5 | — | — | — | |
| TRACEConstraint Type=With Constraint2025.12 | 13.9 | 14.5 | 14.5 | 8.2 | 8.2 | 8.2 |