Explainable AI Evaluation on Photobombing (test)
0.3829Area CoverageKernelShap
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| KernelShapBackbone=convnext2024.11 | 0.3829 | 0.2405 | 0.4683 | 0.468 | — | 0.9183 | |
| IGBackbone=convnext2024.11 | 0.3144 | 0.1731 | 0.5454 | 0.3847 | — | 0.8783 | |
| GradientShapBackbone=convnext2024.11 | 0.1335 | 0.1351 | 0.7095 | 0.2186 | — | 0.85 | |
| NoiseTunnelBackbone=convnext2024.11 | 0.0768 | 0.0925 | 0.7916 | 0.2077 | — | 0.8755 | |
| RISEBackbone=convnext2024.11 | 0.063 | 0.0723 | 0.8129 | 0.4769 | — | 0.9015 | |
| LIMEBackbone=convnext2024.11 | 0.0513 | 0.0551 | 0.8643 | 0.4161 | — | 0.8947 | |
| Grad-CAMBackbone=convnext2024.11 | 0.0426 | 0.0527 | 0.8584 | 0.3688 | — | 0.8695 | |
| REXBackbone=convnext2024.11 | 0.0296 | 0.0236 | 0.8475 | 0.3173 | — | 0.9748 |