Contributor Attribution on CIFAR-20 (Delta FID Percentile Reporting)
27.76Delta FID (Top 5%)SurrogateSHAP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SurrogateSHAPcounterfactual_removal=Top-k% most influential groups, metric_utility=FID2026.01 | 27.76 | 31.7 | 32.2 | 32.73 | |
| LOOcounterfactual_removal=Top-k% most influential groups, metric_utility=FID2026.01 | 18.19 | 17.48 | 22.37 | 25.07 | |
| CLIP Scorecounterfactual_removal=Top-k% most influential groups, metric_utility=FID2026.01 | 13.42 | 17.53 | 17.99 | 18.09 |