Tabular Attribution on Wine
1.505Ins-DirKernelSHAP
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| KernelSHAP2026.06 | 1.505 | 63.8 | 1.008 | 3.932 | |
| Reveal-IG2026.06 | 1.438 | 66.5 | 0.928 | 2.188 | |
| IG2026.06 | 1.371 | 70.4 | 0.894 | 5.493 | |
| Feat. Ablation2026.06 | 1.22 | 68.1 | 1.137 | 6.705 | |
| Expected Grad2026.06 | 1.116 | 72.6 | 0.852 | 18.808 | |
| Vanilla Grad2026.06 | -0.587 | 74.8 | 0.761 | 21.175 | |
| LIME2026.06 | -0.657 | 77.3 | 0.672 | 2.968 | |
| SmoothGrad2026.06 | -0.66 | 69.9 | 0.794 | 7.555 |