Discovering the cause of incorrect predictions on LC25000 Lung (test)
62.15Average Highest Confidence (0-25%)LIMA (w/ SLICO)
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LIMA (w/ SLICO)Backbone=QuiltNet (ViT/B-32)2025.04 | 62.15 | 67.64 | 69.01 | 69.15 | 34.01 | |
| RISEBackbone=QuiltNet (ViT/B-32)2025.04 | 49.86 | 51.09 | 51.63 | 51.71 | 14.7 | |
| HSIC-AttributionBackbone=QuiltNet (ViT/B-32)2025.04 | 48.58 | 49.27 | 50.05 | 50.13 | 14.68 | |
| ViT-CXBackbone=QuiltNet (ViT/B-32)2025.04 | 34.97 | 35.95 | 36.37 | 36.58 | 14.19 | |
| Integrated GradientsBackbone=QuiltNet (ViT/B-32)2025.04 | 29.89 | 29.89 | 29.89 | 30.12 | 13.44 | |
| Kernel SHAPBackbone=QuiltNet (ViT/B-32)2025.04 | 19.57 | 19.62 | 19.65 | 20.24 | 13.59 |