Predicate Classification on VG-150 v1.0 (test)
65.8R@50KERN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| KERNArchitecture=Specific, Frequency-aware Protocol=Enabled2026.05 | 65.8 | 67.6 | 17.7 | 19.2 | 27.9 | 29.9 | |
| PE-NetArchitecture=PE-Net, Frequency-aware Protocol=Disabled2026.05 | 64.9 | 67.2 | 31.5 | 33.8 | 42.4 | 45 | |
| MotifsArchitecture=Motifs, Frequency-aware Protocol=Disabled2026.05 | 64.6 | 66 | 15.2 | 16.2 | 24.6 | 26 | |
| RA-SGGArchitecture=PE-Net, Frequency-aware Protocol=Enabled2026.05 | 62.2 | 64.1 | 36.2 | 39.1 | 45.7 | 48.6 | |
| CooKArchitecture=Specific, Frequency-aware Protocol=Enabled2026.05 | 62.1 | 64.2 | 33.7 | 35.8 | 43.7 | 46 | |
| SSC-SGGArchitecture=Motifs, Frequency-aware Protocol=Enabled2026.05 | 59.7 | 62 | 31.5 | 34 | 41.2 | 43.9 | |
| MCLArchitecture=PE-Net, Frequency-aware Protocol=Enabled2026.05 | 59.3 | 61.8 | 40.2 | 42.4 | 47.9 | 50.3 | |
| BGNNArchitecture=Specific, Frequency-aware Protocol=Enabled2026.05 | 59.2 | 61.3 | 30.4 | 32.9 | 40.2 | 42.8 | |
| AlignGArchitecture=PE-Net, Frequency-aware Protocol=Enabled2026.05 | 59.2 | 61.3 | 40.6 | 42.6 | 48.2 | 50.3 | |
| HetSGGArchitecture=Specific, Frequency-aware Protocol=Enabled2026.05 | 57.8 | 59.1 | 31.6 | 33.5 | 40.9 | 42.8 | |
| SQUATArchitecture=Specific, Frequency-aware Protocol=Enabled2026.05 | 55.7 | 57.9 | 30.9 | 33.4 | 39.7 | 42.4 | |
| NICEArchitecture=Motifs, Frequency-aware Protocol=Enabled2026.05 | 55.1 | 57.2 | 29.9 | 32.3 | 38.8 | 41.3 | |
| IETransArchitecture=Motifs, Frequency-aware Protocol=Enabled2026.05 | 54.7 | 56.7 | 30.9 | 33.6 | 39.5 | 42.2 | |
| DPLArchitecture=Motifs, Frequency-aware Protocol=Enabled2026.05 | 54.4 | 56.3 | 33.7 | 37.4 | 41.6 | 44.9 | |
| CFAArchitecture=Motifs, Frequency-aware Protocol=Disabled2026.05 | 54.1 | 56.6 | 35.7 | 38.2 | 43 | 45.6 | |
| ST-SGGArchitecture=Motifs, Frequency-aware Protocol=Enabled2026.05 | 53.9 | 57.7 | 28.1 | 31.5 | 36.9 | 40.8 | |
| TDEArchitecture=Motifs, Frequency-aware Protocol=Disabled2026.05 | 46.2 | 51.4 | 25.5 | 29.1 | 32.9 | 37.2 |