Scene Graph Classification (SGCls) on 3DSSG (R@K and mR@K)
33.9R@20SGFormer++
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SGFormer++constraints=graph2026.06 | 33.9 | 35.3 | 35.4 | 32.9 | 33.5 | 33.6 | |
| SGFormerconstraints=graph2026.06 | 33.5 | 35 | 35.2 | 32.5 | 33.3 | 33.5 | |
| VL-SATconstraints=graph2026.06 | 32 | 33.5 | 33.7 | 31 | 32.6 | 32.7 | |
| SGFNconstraints=graph2026.06 | 29.5 | 31.2 | 31.2 | 20.5 | 23.1 | 23.1 | |
| Zhang et al.constraints=graph2026.06 | 28.5 | 30 | 30.1 | 24.4 | 28.6 | 28.8 | |
| Schemataconstraints=graph2026.06 | 27.4 | 29.2 | 29.4 | 23.8 | 27 | 27.2 | |
| SGPNconstraints=graph2026.06 | 27 | 28.8 | 29 | 19.7 | 22.6 | 23.1 | |
| KERNconstraints=graph2026.06 | 20.3 | 22.4 | 22.7 | 9.5 | 11.5 | 11.9 | |
| Co-Occurrenceconstraints=graph2026.06 | 14.8 | 19.7 | 19.9 | 8.8 | 12.7 | 12.9 |