Causal Explanations on ECSSD
0.7257AreaKernelShap
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| KernelShapBackbone=ViT2024.11 | 0.7257 | 0.2403 | 0.2348 | 0.2369 | 0.244 | — | |
| igBackbone=ViT2024.11 | 0.4437 | 0.3016 | 0.5552 | 0.1377 | 0.4187 | — | |
| lrpBackbone=ViT2024.11 | 0.3545 | 0.292 | 0.5721 | 0.305 | 0.3418 | — | |
| GradientShapBackbone=ViT2024.11 | 0.3525 | 0.3182 | 0.6444 | 0.0977 | 0.5379 | — | |
| noisetunnelBackbone=ViT2024.11 | 0.2695 | 0.276 | 0.7194 | 0.119 | 0.5955 | — | |
| riseBackbone=ViT2024.11 | 0.1165 | 0.1599 | 0.95 | 0.2752 | 0.5451 | — | |
| limeBackbone=ViT2024.11 | 0.1013 | 0.1579 | 1.0024 | 0.2404 | 0.6538 | — | |
| Grad-CAMBackbone=ViT2024.11 | 0.0836 | 0.1288 | 1.0226 | 0.2915 | 0.6654 | — | |
| rexBackbone=ViT2024.11 | 0.0423 | 0.0522 | 1.2176 | 0.2214 | 0.6205 | — |