Scene Graph Generation on GQA-200 (test)
29.4R@50Dual-SGG
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Dual-SGGUnbiased Method=false2026.07 | 29.4 | 33.3 | 9.1 | 10.4 | 13.9 | 15.8 | |
| MotifsUnbiased Method=false2026.07 | 28.9 | 33.1 | 6.4 | 7.7 | 10.5 | 12.5 | |
| VCTreeUnbiased Method=false2026.07 | 28.3 | 31.9 | 6.5 | 7.4 | 10.6 | 12 | |
| VTransEUnbiased Method=false2026.07 | 27.2 | 30.7 | 5.8 | 6.6 | 9.6 | 10.9 | |
| Dual-SGG+LAUnbiased Method=true, tau=0.22026.07 | 26.2 | 29.9 | 17.1 | 19.3 | 20.7 | 23.4 | |
| VETOArchitecture=two-stage, Combined with GCL=false2026.01 | 26.1 | 29 | 7 | 8.1 | 11 | 12.7 | |
| VETOarchitecture=two-stage2026.01 | 26.1 | 29 | 7 | 8.1 | 11 | 12.7 | |
| Salience-SGGArchitecture=one-stage, Combined with GCL=false2026.01 | 23.6 | 26.6 | 16.2 | 18.4 | 19.2 | 21.7 | |
| Salience-SGGarchitecture=one-stage2026.01 | 23.6 | 26.6 | 16.2 | 18.4 | 19.2 | 21.7 | |
| Salience-SGGUnbiased Method=true2026.07 | 23.6 | 26.6 | 16.2 | 18.4 | 19.2 | 21.7 | |
| Mg-RMPNArchitecture=one-stage, Combined with GCL=false2026.01 | 23.2 | 25.7 | 12.8 | 14.5 | 16.5 | 18.5 | |
| Mg-RMPNarchitecture=one-stage2026.01 | 23.2 | 25.7 | 12.8 | 14.5 | 16.5 | 18.5 | |
| Mg-RMPNUnbiased Method=true2026.07 | 23.2 | 25.7 | 12.8 | 14.5 | 16.5 | 18.5 | |
| Hydra-SGGArchitecture=one-stage, Combined with GCL=false2026.01 | 22.8 | 26.5 | 12.7 | 15.9 | 16.3 | 19.9 | |
| Hydra-SGGarchitecture=one-stage2026.01 | 22.8 | 26.5 | 12.7 | 15.9 | 16.3 | 19.9 | |
| Hydra-SGGUnbiased Method=true2026.07 | 22.8 | 26.5 | 12.7 | 15.9 | 16.3 | 19.9 | |
| Dual-SGG+LAUnbiased Method=true, tau=0.32026.07 | 22 | 25.7 | 19 | 21.1 | 20.4 | 23.2 | |
| Pair-NetArchitecture=one-stage, Combined with GCL=false2026.01 | 20.2 | 23.4 | 10.6 | 12.6 | 13.9 | 16.4 | |
| Pair-Netarchitecture=one-stage2026.01 | 20.2 | 23.4 | 10.6 | 12.6 | 13.9 | 16.4 | |
| DRMArchitecture=two-stage, Combined with GCL=false2026.01 | 18.6 | 21.7 | 18.9 | 21 | 18.7 | 21.3 | |
| DRMarchitecture=two-stage2026.01 | 18.6 | 21.7 | 18.9 | 21 | 18.7 | 21.3 | |
| DRMUnbiased Method=true2026.07 | 18.6 | 21.7 | 18.9 | 21 | 18.7 | 21.3 | |
| MotifsArchitecture=two-stage, Combined with GCL=true2026.01 | 18.5 | 21.8 | 16.8 | 18.8 | 17.6 | 20.2 | |
| Motifsarchitecture=two-stage, combined_with_GCL=true2026.01 | 18.5 | 21.8 | 16.8 | 18.8 | 17.6 | 20.2 | |
| VCTREEArchitecture=two-stage, Combined with GCL=true2026.01 | 17.6 | 20.7 | 15.6 | 17.8 | 16.5 | 19.1 | |
| VCTREEarchitecture=two-stage, combined_with_GCL=true2026.01 | 17.6 | 20.7 | 15.6 | 17.8 | 16.5 | 19.1 | |
| RA-SGGArchitecture=two-stage, Combined with GCL=false2026.01 | 16.3 | 19 | 12.9 | 15 | 14.4 | 16.8 | |
| RA-SGGarchitecture=two-stage2026.01 | 16.3 | 19 | 12.9 | 15 | 14.4 | 16.8 | |
| SHAArchitecture=two-stage, Combined with GCL=true2026.01 | 14.8 | 17.9 | 17.8 | 20.1 | 16.2 | 18.9 | |
| SHAarchitecture=two-stage, combined_with_GCL=true2026.01 | 14.8 | 17.9 | 17.8 | 20.1 | 16.2 | 18.9 | |
| SHAUnbiased Method=true2026.07 | 14.8 | 17.9 | 17.8 | 20.1 | 16.2 | 18.9 |