Attribution Faithfulness on CUB
0.144Faithfulness CorrelationCAFO
Evaluation Results
| Method | Links | |
|---|---|---|
| CAFOModel=DenseNet2026.04 | 0.144 | |
| H-SetsModel=MobileNet2026.04 | 0.128 | |
| H-SetsModel=VGG2026.04 | 0.124 | |
| H-SetsModel=ResNet2026.04 | 0.123 | |
| ArchModel=ResNet2026.04 | 0.122 | |
| ArchModel=DenseNet2026.04 | 0.111 | |
| CAFOModel=MobileNet2026.04 | 0.092 | |
| MoXIModel=ResNet2026.04 | 0.037 | |
| ArchModel=MobileNet2026.04 | 0.035 | |
| ArchModel=VGG2026.04 | 0.033 | |
| H-SetsModel=DenseNet2026.04 | 0.029 | |
| MoXIModel=DenseNet2026.04 | 0.025 | |
| CAFOModel=ResNet2026.04 | 0.016 | |
| MoXIModel=MobileNet2026.04 | 0.013 | |
| CAFOModel=VGG2026.04 | 0.009 | |
| CASOModel=VGG2026.04 | 0.008 | |
| CASOModel=ResNet2026.04 | 0.003 | |
| CASOModel=MobileNet2026.04 | -0.001 | |
| IGModel=MobileNet2026.04 | -0.004 | |
| IGModel=ResNet2026.04 | -0.008 | |
| IGModel=DenseNet2026.04 | -0.008 | |
| MoXIModel=VGG2026.04 | -0.009 | |
| IGModel=VGG2026.04 | -0.015 | |
| CASOModel=DenseNet2026.04 | -0.021 |