Scene Graph Generation on VG 150 (test)
73.4R@50CAGE-SGG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CAGE-SGGEvaluation Protocol=PredCls2026.04 | 73.4 | 75.1 | 28.5 | 30.3 | |
| Pix2GraphsEvaluation Protocol=PredCls2026.04 | 71.1 | 72.8 | 24.6 | 26.5 | |
| LLM4SGGEvaluation Protocol=PredCls2026.04 | 70.5 | 72.1 | 24 | 25.8 | |
| PE-NetEvaluation Protocol=PredCls2026.04 | 69.8 | 71.6 | 23.1 | 25 | |
| BGNNEvaluation Protocol=PredCls2026.04 | 68.7 | 70.4 | 20.2 | 22 | |
| TransformerEvaluation Protocol=PredCls2026.04 | 67.9 | 69.5 | 17.4 | 18.7 | |
| VCTreeEvaluation Protocol=PredCls2026.04 | 66.4 | 68.1 | 16.1 | 17.5 | |
| MotifsEvaluation Protocol=PredCls2026.04 | 65.2 | 67.1 | 14.6 | 15.8 | |
| CAGE-SGGEvaluation Protocol=SGCls2026.04 | 45.6 | 46.9 | 18.9 | 20.5 | |
| Pix2GraphsEvaluation Protocol=SGCls2026.04 | 43 | 44.2 | 15.3 | 16.7 | |
| LLM4SGGEvaluation Protocol=SGCls2026.04 | 42.3 | 43.5 | 14.8 | 16.1 | |
| PE-NetEvaluation Protocol=SGCls2026.04 | 41.7 | 42.9 | 14.2 | 15.4 | |
| BGNNEvaluation Protocol=SGCls2026.04 | 40.5 | 41.6 | 12.3 | 13.5 | |
| TransformerEvaluation Protocol=SGCls2026.04 | 39.3 | 40.1 | 9.6 | 10.4 | |
| VCTreeEvaluation Protocol=SGCls2026.04 | 38.1 | 39.2 | 8.8 | 9.6 | |
| MotifsEvaluation Protocol=SGCls2026.04 | 35.8 | 36.5 | 7.9 | 8.5 | |
| CAGE-SGGEvaluation Protocol=SGDet2026.04 | 35.8 | 39.1 | 15.9 | 17.4 | |
| Pix2GraphsEvaluation Protocol=SGDet2026.04 | 33.6 | 36.8 | 13.6 | 14.9 | |
| LLM4SGGEvaluation Protocol=SGDet2026.04 | 33.1 | 36.3 | 13.2 | 14.4 | |
| PE-NetEvaluation Protocol=SGDet2026.04 | 32.4 | 35.5 | 12.6 | 13.8 | |
| BGNNEvaluation Protocol=SGDet2026.04 | 31 | 34.1 | 10.7 | 11.8 | |
| TransformerEvaluation Protocol=SGDet2026.04 | 29.5 | 32.4 | 8.1 | 8.9 | |
| VCTreeEvaluation Protocol=SGDet2026.04 | 28.7 | 31.9 | 7.4 | 8.2 | |
| MotifsEvaluation Protocol=SGDet2026.04 | 27.4 | 30.3 | 6.5 | 7.3 |