Scene Graph Detection (SGDET) on Action Genome (test)
30.5R@10TD2-Net
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TD2-NetConstraint setting=No Constraint2026.04 | 30.5 | — | — | — | 49.3 | — | |
| TEMPURAConstraint setting=No Constraint2026.04 | 29.8 | — | 38.1 | — | 46.4 | — | |
| TD2-NetConstraint setting=With Constraint2026.04 | 28.7 | — | — | — | 37.1 | — | |
| TEMPURAConstraint setting=With Constraint2026.04 | 28.1 | — | 33.4 | — | 34.9 | — | |
| MoSAConstraint setting=No Constraint2026.04 | 27.6 | — | 39.2 | — | 50.1 | — | |
| TRACEConstraint setting=No Constraint2026.04 | 27.5 | — | 36.7 | — | 47.5 | — | |
| MoSAConstraint setting=With Constraint2026.04 | 26.7 | — | 35.5 | — | 38.3 | — | |
| STTran-TPIConstraint setting=With Constraint2026.04 | 26.2 | — | 34.6 | — | 37.4 | — | |
| STTran2026.04 | 25.8 | 16.6 | 33 | 20.8 | 33.3 | 22.2 | |
| FReMuRe+gmm-plusHead=GMM-Plus2026.04 | 25.6 | 15.1 | 33.6 | 20.7 | 36.1 | 22.5 | |
| FReMuRe+bayesianHead=Bayesian2026.04 | 25.4 | 14.9 | 33.1 | 20.1 | 35.2 | 21.9 | |
| TEMPURA2026.04 | 25.3 | 15.5 | 33.1 | 20.4 | 35.2 | 21.9 | |
| STTranConstraint setting=With Constraint2026.04 | 25.2 | — | 34.1 | — | 37 | — | |
| STTran-TPI2026.04 | 25.1 | 15.6 | 32.9 | 20.2 | 33.2 | 21.8 | |
| GPS-NetConstraint setting=With Constraint2026.04 | 24.7 | — | 33.1 | — | 35.1 | — | |
| STTranConstraint setting=No Constraint2026.04 | 24.6 | — | 36.2 | — | 48.8 | — | |
| RelDNConstraint setting=With Constraint2026.04 | 24.5 | — | 32.8 | — | 34.9 | — | |
| GPS-NetConstraint setting=No Constraint2026.04 | 24.4 | — | 35.7 | — | 47.3 | — | |
| RelDNConstraint setting=No Constraint2026.04 | 24.1 | — | 35.4 | — | 46.8 | — | |
| TRACEConstraint setting=With Constraint2026.04 | 19.4 | — | 30.5 | — | 34.1 | — | |
| TRACE2026.04 | 13.9 | 8.2 | 14.5 | 8.2 | 14.5 | 8.2 | |
| RelDN2026.04 | 9.1 | 3.3 | 9.1 | 3.3 | 9.1 | 3.3 |