Tabular Attribution on Bike
1.01Ins-DirKernelSHAP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KernelSHAP2026.06 | 1.01 | 37.8 | 84.8 | 4.122 | |
| Reveal-IG2026.06 | 0.973 | 36.7 | 81.7 | 2.474 | |
| Feat. Ablation2026.06 | 0.881 | 40.1 | 80.1 | 5.125 | |
| IG2026.06 | 0.819 | 51.4 | 64.1 | 6.441 | |
| ExpGrad2026.06 | 0.636 | 48.6 | 70.6 | 38.358 | |
| SmoothGrad2026.06 | 0.131 | 49.6 | 64.3 | 13.063 | |
| Vanilla Grad2026.06 | 0.098 | 50 | 67.5 | 30.119 | |
| LIME2026.06 | 0.082 | 57 | 54.3 | 2.012 |