Error Understanding
Discover what causes the model’s prediction errors.
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | SMDL-Attribution (ICLR version) | Average highest confidence (ResNet-101) | 0.45 | — | Unverified |
| 2 | Grad-CAM++ | Average highest confidence (ResNet-101) | 0.26 | — | Unverified |
| 3 | Score-CAM | Average highest confidence (ResNet-101) | 0.25 | — | Unverified |
| 4 | HSIC-Attribution | Average highest confidence (ResNet-101) | 0.25 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | Grad-CAM++ | Average highest confidence | 0.26 | — | Unverified |
| 2 | Score-CAM | Average highest confidence | 0.25 | — | Unverified |
| 3 | HSIC-Attribution | Average highest confidence | 0.25 | — | Unverified |