Tabular Attribution on California
2.348Ins-Dir ScoreKernelSHAP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KernelSHAP2026.06 | 2.348 | 0.448 | 1.018 | 8.582 | |
| IG2026.06 | 2.229 | 0.534 | 1.011 | 13.891 | |
| Reveal-IG2026.06 | 2.183 | 0.525 | 1.074 | 6.79 | |
| ExpGrad2026.06 | 2.125 | 0.535 | 1.053 | 28.091 | |
| Feat. Ablation2026.06 | 2.037 | 0.705 | 1.397 | 11.816 | |
| Vanilla Grad2026.06 | 0.017 | 1.019 | 1.063 | 80.602 | |
| SmoothGrad2026.06 | -0.393 | 0.905 | 1.399 | 38.762 | |
| LIME2026.06 | -0.677 | 1.488 | 1.075 | 12.711 |