Edge Detection on BIPED (test)
89.5ODSDexiNed-f
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DexiNed-fTrained on=BIPED2021.12 | 89.5 | 90 | 92.7 | |
| DexiNed-aTrained on=BIPED2021.12 | 89.3 | 89.7 | 94 | |
| BDCNTrained on=BIPED2021.12 | 89 | 89.9 | 93.4 | |
| CATSTrained on=BIPED2021.12 | 88.7 | 89.2 | 81.7 | |
| EasyControlEdgeEvaluation Protocol=SEval, Training Data Percentage=10%, Classifier-Free Guidance (CFG)=true2026.02 | 88.1 | 88.8 | — | |
| EasyControlEdgeEvaluation Protocol=SEval, Training Data Percentage=10%, Inference Steps (K)=52026.02 | 87.8 | 88.3 | — | |
| EasyControlEdgeEvaluation Protocol=SEval, Training Data Percentage=10%2026.02 | 87.7 | 88.3 | — | |
| EasyControlEdgeEvaluation Protocol=CEval, Training Data Percentage=10%, Inference Steps (K)=52026.02 | 87.5 | 88.3 | — | |
| EasyControlEdgeEvaluation Protocol=CEval, Training Data Percentage=10%2026.02 | 87.5 | 88.3 | — | |
| DexiNed+TVLayer added=TV2D-Sharp and TV2D-Smooth2022.04 | 87.4 | 87.9 | 91.4 | |
| GEDEvaluation Protocol=SEval, Training Data Percentage=10%2026.02 | 86.2 | 87.4 | — | |
| DexiNedprediction_type=averaged2019.09 | 85.9 | 86.7 | 90.5 | |
| DexiNed2022.04 | 85.9 | 86.7 | 90.5 | |
| DexiNedprediction_type=fused2019.09 | 85.7 | 86.1 | 80.5 | |
| BDCNTrained on=MDBD2021.12 | 85.4 | 86.3 | 76.8 | |
| DiffusionEdgeEvaluation Protocol=SEval, Training Data Percentage=10%2026.02 | 85.3 | 85.4 | — | |
| EasyControlEdgeEvaluation Protocol=CEval, Training Data Percentage=10%, Classifier-Free Guidance (CFG)=true2026.02 | 85.2 | 85.6 | — | |
| DiffusionEdgeEvaluation Protocol=CEval, Training Data Percentage=10%2026.02 | 85.1 | 85.7 | — | |
| RCFTrained on=BIPED2021.12 | 84.9 | 86.1 | 90.6 | |
| RCF2019.09 | 84.3 | 85.9 | 88.2 | |
| RCF2022.04 | 84.3 | 85.9 | 88.2 | |
| BDCN2019.09 | 83.9 | 85.4 | 88.7 | |
| HED2019.09 | 82.9 | 84.7 | 86.9 | |
| HED2022.04 | 82.9 | 84.7 | 86.9 | |
| RCFTrained on=MDBD2021.12 | 81.4 | 82.8 | 87.1 | |
| CATSTrained on=MDBD2021.12 | 81.3 | 83.1 | 79.1 | |
| CED2019.09 | 79.5 | 81.5 | 83 | |
| DexiNed-aTrained on=MDBD2021.12 | 78.9 | 81.3 | 87.5 | |
| DexiNed-fTrained on=MDBD2021.12 | 78.7 | 80.7 | 84.4 | |
| GEDEvaluation Protocol=CEval, Training Data Percentage=10%2026.02 | 74.6 | 77.1 | — | |
| SED2019.09 | 71.7 | 73.1 | 75.6 |