Semantic Segmentation on Cross-task Classification surrogate to Segmentation
76.21DeepLabV3+ mIoUBenign
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Benign2025.06 | 76.21 | 71.89 | 74.05 | |
| CDA2025.06 | 25.63 | 20.16 | 22.9 | |
| CDA w/ Ours2025.06 | 25.16 | 20.26 | 22.71 | |
| PDCL2025.06 | 24.42 | 26.05 | 25.24 | |
| GAMA2025.06 | 24.1 | 27.53 | 25.82 | |
| BIA2025.06 | 23.89 | 25.6 | 24.75 | |
| FACL2025.06 | 23.75 | 26.4 | 25.08 | |
| LTP2025.06 | 23.71 | 26.97 | 25.34 | |
| GAMA w/ Ours2025.06 | 23.67 | 25.59 | 24.63 | |
| FACL w/ Ours2025.06 | 23.38 | 25.01 | 24.2 | |
| PDCL w/ Ours2025.06 | 22.51 | 25.88 | 24.2 | |
| LTP w/ Ours2025.06 | 22.27 | 26.68 | 24.48 | |
| BIA w/ Ours2025.06 | 22.05 | 24.75 | 23.4 |