Few-shot Segmentation on Steel defect Industrial
15.361-shot mIoUAAD
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| AADBackbone=ResNet-1012026.01 | 15.36 | 24.68 | 27.97 | |
| AADBackbone=Transformer2026.01 | 15.36 | 25.39 | 38.08 | |
| GRPNBackbone=Transformer2026.01 | 12.5 | 18.18 | 30.85 | |
| DCAMABackbone=Transformer2026.01 | 12.25 | 15.28 | 30.42 | |
| AADBackbone=ResNet-502026.01 | 10.44 | 16.66 | 24.05 | |
| SCCANBackbone=ResNet-1012026.01 | 9.72 | 18.16 | 14.21 | |
| FCPBackbone=Transformer2026.01 | 9.14 | 13.62 | 14.61 | |
| PFENetBackbone=ResNet-502026.01 | 9.06 | 9.06 | 9.14 | |
| MGF-SAMBackbone=Transformer2026.01 | 8.99 | 10.32 | 22.07 | |
| FS-SAMBackbone=Transformer2026.01 | 8.31 | 20.32 | 20.32 | |
| DCAMABackbone=ResNet-1012026.01 | 8.08 | 9.06 | 17.52 | |
| ABCDFSSBackbone=ResNet-502026.01 | 7.9 | 12.14 | 12.34 | |
| MatcherBackbone=Transformer2026.01 | 7.76 | 8.17 | — | |
| DCAMABackbone=ResNet-502026.01 | 7.2 | 7.13 | 11.8 | |
| HDMNetBackbone=ResNet-502026.01 | 6.43 | 6.01 | 14.29 | |
| HMNetBackbone=ResNet-502026.01 | 6.43 | 6.01 | 15.36 | |
| PFENet++Backbone=ResNet-502026.01 | 5.69 | 6.98 | 7.7 | |
| SAMBackbone=Transformer2026.01 | 5.55 | 5.55 | 14.84 | |
| NTRENet++Backbone=ResNet-502026.01 | 4.41 | 12.58 | 32.48 |