Causal Explanation on Pascal VOC 2012
0.5739AreaKernelShap
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| KernelShapBackbone=ConvNext2024.11 | 0.5739 | 0.3001 | 0.2926 | 0.2924 | 0.1678 | — | |
| IGBackbone=ConvNext2024.11 | 0.4152 | 0.2565 | 0.465 | 0.2387 | 0.2025 | — | |
| GradientShapBackbone=ConvNext2024.11 | 0.2268 | 0.2609 | 0.6411 | 0.0998 | 0.3327 | — | |
| noisetunnelBackbone=ConvNext2024.11 | 0.1972 | 0.2443 | 0.689 | 0.117 | 0.3614 | — | |
| RISEBackbone=ConvNext2024.11 | 0.0759 | 0.1129 | 0.8136 | 0.3005 | 0.2863 | — | |
| LIMEBackbone=ConvNext2024.11 | 0.0689 | 0.0972 | 0.8096 | 0.2908 | 0.3042 | — | |
| Grad-CAMBackbone=ConvNext2024.11 | 0.0556 | 0.0948 | 0.8635 | 0.2497 | 0.3345 | — | |
| rexBackbone=ConvNext2024.11 | 0.0361 | 0.038 | 0.876 | 0.2057 | 0.6295 | — |