Few-shot Segmentation on Road crack Industrial
11.671-shot mIoUDCAMA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| DCAMABackbone=Transformer2026.01 | 11.67 | 11.62 | 12.23 | |
| AADBackbone=Transformer2026.01 | 10.6 | 12.71 | 13.2 | |
| GRPNBackbone=Transformer2026.01 | 10.48 | 10.37 | 10.64 | |
| AADBackbone=ResNet-1012026.01 | 8.41 | 10.65 | 12.18 | |
| AADBackbone=ResNet-502026.01 | 8.15 | 10.22 | 11.67 | |
| ABCDFSSBackbone=ResNet-502026.01 | 5.42 | 5.95 | 8.03 | |
| FS-SAMBackbone=Transformer2026.01 | 3.94 | 3.72 | 11.22 | |
| MGF-SAMBackbone=Transformer2026.01 | 3.66 | 5.05 | 4.84 | |
| DCAMABackbone=ResNet-502026.01 | 3.36 | 5.23 | 6.26 | |
| FCPBackbone=Transformer2026.01 | 2.77 | 2.99 | 3.08 | |
| MatcherBackbone=Transformer2026.01 | 1.62 | 1.89 | — | |
| DCAMABackbone=ResNet-1012026.01 | 1.55 | 1.6 | 1.62 | |
| HDMNetBackbone=ResNet-502026.01 | 1.2 | 1.28 | 2.34 | |
| HMNetBackbone=ResNet-502026.01 | 1.2 | 1.28 | 2.34 | |
| SAMBackbone=Transformer2026.01 | 1.02 | 1.02 | 1.02 | |
| NTRENet++Backbone=ResNet-502026.01 | 0.54 | 3.39 | 3.32 | |
| SCCANBackbone=ResNet-1012026.01 | 0.48 | 2.27 | 1.12 | |
| PFENetBackbone=ResNet-502026.01 | 0.44 | 0.41 | 0.39 | |
| PFENet++Backbone=ResNet-502026.01 | 0 | 0.91 | 0 |