Calibration and Confidence Assessment on Wafer Defect Dataset
0.0398ECEClassical Mamba
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Classical Mamba2026.05 | 0.0398 | 0.6597 | 0.0064 | 0.0502 | 97.09 | 0.1538 | 15.288 | |
| Hybrid Mamba2026.05 | 0.0407 | 0.5553 | 0.0063 | 0.0503 | 97.49 | 0.155 | 12.987 | |
| Vision Transformer2026.05 | 0.0475 | 0.6204 | 0.007 | 0.0578 | 97.27 | 0.1804 | 12.822 | |
| ResNet2026.05 | 0.0554 | 0.5623 | 0.0118 | 0.0723 | 94.78 | 0.1908 | 31.562 |