Scene Graph Detection on VG-150 v1.0 (test)
31R@50BGNN
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BGNNArchitecture=Specific, Frequency-aware Protocol=Enabled2026.05 | 31 | 35.8 | 10.7 | 12.6 | 15.9 | 18.6 | |
| MotifsArchitecture=Motifs, Frequency-aware Protocol=Disabled2026.05 | 31 | 35.1 | 6.7 | 7.7 | 11 | 12.6 | |
| PE-NetArchitecture=PE-Net, Frequency-aware Protocol=Disabled2026.05 | 30.7 | 35.2 | 12.4 | 14.5 | 17.7 | 20.4 | |
| CooKArchitecture=Specific, Frequency-aware Protocol=Enabled2026.05 | 30.1 | 34.6 | 12.6 | 14.9 | 17.8 | 20.8 | |
| HetSGGArchitecture=Specific, Frequency-aware Protocol=Enabled2026.05 | 30 | 34.6 | 12.2 | 14.4 | 17.3 | 20.3 | |
| SSC-SGGArchitecture=Motifs, Frequency-aware Protocol=Enabled2026.05 | 28.6 | 33 | 12.3 | 14.4 | 17.2 | 20.1 | |
| NICEArchitecture=Motifs, Frequency-aware Protocol=Enabled2026.05 | 27.8 | 31.8 | 12.2 | 14.4 | 17 | 19.8 | |
| CFAArchitecture=Motifs, Frequency-aware Protocol=Disabled2026.05 | 27.4 | 31.8 | 13.2 | 15.5 | 17.8 | 20.8 | |
| MCLArchitecture=PE-Net, Frequency-aware Protocol=Enabled2026.05 | 27.3 | 31.7 | 14.9 | 17.3 | 19.3 | 22.4 | |
| KERNArchitecture=Specific, Frequency-aware Protocol=Enabled2026.05 | 27.1 | 29.8 | 6.4 | 7.3 | 10.4 | 11.7 | |
| ST-SGGArchitecture=Motifs, Frequency-aware Protocol=Enabled2026.05 | 26.7 | 30.7 | 11.6 | 14.2 | 16.2 | 19.4 | |
| IETransArchitecture=Motifs, Frequency-aware Protocol=Enabled2026.05 | 26.4 | 30.6 | 12.4 | 14.9 | 16.9 | 20 | |
| RA-SGGArchitecture=PE-Net, Frequency-aware Protocol=Enabled2026.05 | 26 | 30.3 | 14.4 | 17.1 | 18.5 | 21.9 | |
| AlignGArchitecture=PE-Net, Frequency-aware Protocol=Enabled2026.05 | 25.9 | 30 | 16.6 | 19.7 | 20.2 | 23.8 | |
| SQUATArchitecture=Specific, Frequency-aware Protocol=Enabled2026.05 | 24.5 | 28.9 | 14.1 | 16.5 | 17.9 | 21 | |
| DPLArchitecture=Motifs, Frequency-aware Protocol=Enabled2026.05 | 24.5 | 28.7 | 13 | 15.6 | 17 | 20.2 | |
| TDEArchitecture=Motifs, Frequency-aware Protocol=Disabled2026.05 | 16.9 | 20.3 | 8.2 | 9.8 | 11 | 13.2 |