| NYUDv2 (test) | COB | ODS Score78.4 | | 93 | 1mo ago |
| BSDS v1 (test) | SAUGE + MATCHED | ODS85.4 | | 32 | 1mo ago |
| BIPED (test) | DexiNed-f | ODS89.5 | | 31 | 1mo ago |
| BSDS500 (test) | SED-SViT-LP | ODS86.3 | | 20 | 18d ago |
| BSDS (test) | MEMO | SEval ODS85.4 | | 18 | 25d ago |
| MDBD (test) | DexiNed-a | ODS89.4 | | 18 | 1mo ago |
| NYUD Standard Evaluation - SEval v2 (val) | SAUGE | ODS79.4 | | 17 | 1mo ago |
| BSDS 500 (test) | MEMO | ODS87.3 | | 16 | 25d ago |
| NYUD v2 | EasyControlEdge | ODS0.791 | | 16 | 1mo ago |
| PASCAL-Context (test) | FEDHCA^2 | odsF72.08 | | 16 | 1mo ago |
| NYUD v2 (test) | FedPer | odsF76.61 | | 16 | 1mo ago |
| Multicue Edge | CATS-BDCN | ODS89.7 | | 15 | 1mo ago |
| NYUDv2 46 (test) | SED-SViT-LP | ODS79.1 | | 14 | 18d ago |
| BIPED | EasyControlEdge | ODS Score90.8 | | 14 | 1mo ago |
| Multi-Cue | RankED | ODS96.2 | | 13 | 1mo ago |
| NYUD Crispness-emphasized evaluation - CEval v2 (val) | RankED + MATCHED | ODS Score77.5 | | 13 | 1mo ago |
| Multicue | BDCN | ODS0.891 | | 11 | 1mo ago |
| NYUD HHA (test) | AMH-Net | ODS71.6 | | 11 | 1mo ago |
| Multicue (test) | UAED | ODS89.5 | | 11 | 1mo ago |
| UDED | TEEDup | ODS0.834 | | 10 | 1mo ago |
| Taskonomy (test) | Cross-Stitch | Edge Det.21.7 | | 10 | 1mo ago |
| Taskonomy | MTML | MAE0.046 | | 9 | 1mo ago |
| Taskonomy Tiny (test) | Cross-Stitch | Edge Score21.7 | | 8 | 1mo ago |
| BIPED v2 (test) | PiDiNet + MATCHED | ODS90 | | 8 | 1mo ago |
| BSDS | MEMO | AC70.5 | | 7 | 25d ago |