Scene Graph Detection on Action Genome
35.3Recall@10OED
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OEDConstraint setting=No Constraints2024.05 | 35.3 | 44 | 51.8 | |
| OEDConstraint setting=With Constraint2024.05 | 33.5 | 40.9 | 48.9 | |
| DSG-DETRConstraint setting=No Constraints2024.05 | 32.1 | 40.9 | 48.3 | |
| TPTConstraint setting=No Constraints2024.05 | 32 | 39.6 | 51.5 | |
| DSG-DETRConstraint setting=With Constraint2024.05 | 30.3 | 34.8 | 36.1 | |
| TEMPURAConstraint setting=No Constraints2024.05 | 29.8 | 38.1 | 46.4 | |
| TEMPURAConstraint setting=With Constraint2024.05 | 28.1 | 33.4 | 34.9 | |
| TR^2Constraint setting=No Constraints2024.05 | 27.8 | 39.2 | 50 | |
| TR^2Constraint setting=With Constraint2024.05 | 26.8 | 35.5 | 38.3 | |
| TRACEConstraint setting=No Constraints2024.05 | 26.5 | 35.6 | 45.3 | |
| APTConstraint setting=With Constraint2024.05 | 26.3 | 36.1 | 38.3 | |
| STTran-TPIConstraint setting=With Constraint2024.05 | 26.2 | 34.6 | 37.4 | |
| APTConstraint setting=No Constraints2024.05 | 25.7 | 37.9 | 50.1 | |
| STTranConstraint setting=With Constraint2024.05 | 25.2 | 34.1 | 37 | |
| GPS-NetConstraint setting=With Constraint2024.05 | 24.7 | 33.1 | 35.1 | |
| STTranConstraint setting=No Constraints2024.05 | 24.6 | 36.2 | 48.8 | |
| RelDNConstraint setting=With Constraint2024.05 | 24.5 | 32.8 | 34.9 | |
| VCTreeConstraint setting=With Constraint2024.05 | 24.4 | 32.6 | 34.7 | |
| GPS-NetConstraint setting=No Constraints2024.05 | 24.4 | 35.7 | 47.3 | |
| MSDNConstraint setting=With Constraint2024.05 | 24.1 | 32.4 | 34.5 | |
| RelDNConstraint setting=No Constraints2024.05 | 24.1 | 35.4 | 46.8 | |
| VCTreeConstraint setting=No Constraints2024.05 | 23.9 | 35.3 | 46.8 | |
| M-FREQConstraint setting=With Constraint2024.05 | 23.7 | 31.4 | 33.3 | |
| TD2-NetConstraint Setting=No Constraint2026.04 | 23.2 | — | 42.1 | |
| MSDNConstraint setting=No Constraints2024.05 | 23.1 | 34.7 | 46.5 | |
| M-FREQConstraint setting=No Constraints2024.05 | 22.8 | 34.3 | 46.4 | |
| TRACEConstraint Setting=No Constraint2026.04 | 22.8 | 31.3 | 41.8 | |
| RelTRConstraint setting=No Constraints2024.05 | 20.9 | 24.6 | 28.2 | |
| STTranConstraint Setting=No Constraint2026.04 | 20.9 | 29.7 | 39.2 | |
| MoSAConstraint Setting=No Constraint2026.04 | 19.9 | 30.6 | 45.1 | |
| RelTRConstraint setting=With Constraint2024.05 | 19.7 | 23.4 | 25.9 | |
| VRDConstraint setting=With Constraint2024.05 | 19.2 | 24.5 | 26 | |
| VRDConstraint setting=No Constraints2024.05 | 19.1 | 28.8 | 40.5 | |
| MoSAConstraint Setting=With Constraint2026.04 | 17.6 | 23.3 | 25.2 | |
| TD2-NetConstraint Setting=With Constraint2026.04 | 17.2 | — | 22.3 | |
| STTranConstraint Setting=With Constraint2026.04 | 16.6 | 20.8 | 22.2 | |
| STTran-TPIConstraint Setting=With Constraint2026.04 | 15.6 | 20.2 | 21.8 | |
| TRACEConstraint setting=With Constraint2024.05 | 13.9 | 14.5 | 14.5 | |
| TRACEConstraint Setting=With Constraint2026.04 | 8.2 | 8.2 | 8.2 | |
| RelDNConstraint Setting=No Constraint2026.04 | 7.5 | 18.8 | 33.7 | |
| RelDNConstraint Setting=With Constraint2026.04 | 3.3 | 3.3 | 3.3 |