Interpretation error on ImageNet (val)
0.1034Interpretation ErrorSHAP
Evaluation Results
| Method | Links | |
|---|---|---|
| SHAPBackbone=ResNet18, Radius=12022.10 | 0.1034 | |
| Harmonica-3rdBackbone=ResNet18, Radius=42022.10 | 0.1231 | |
| Faith-ShapBackbone=ResNet18, Radius=12022.10 | 0.1239 | |
| Harmonica-3rdBackbone=ResNet18, Radius=12022.10 | 0.1247 | |
| Harmonica-3rdBackbone=ResNet18, Radius=22022.10 | 0.1261 | |
| Harmonica-3rdBackbone=ResNet18, Radius=82022.10 | 0.1272 | |
| Shapley TaylorBackbone=ResNet18, Radius=12022.10 | 0.1292 | |
| Harmonica-3rdBackbone=ResNet18, Radius=162022.10 | 0.1319 | |
| Harmonica-2ndBackbone=ResNet18, Radius=42022.10 | 0.1353 | |
| Harmonica-2ndBackbone=ResNet18, Radius=82022.10 | 0.1357 | |
| Harmonica-2ndBackbone=ResNet18, Radius=162022.10 | 0.1414 | |
| Faith-ShapBackbone=ResNet18, Radius=22022.10 | 0.1426 | |
| Harmonica-2ndBackbone=ResNet18, Radius=22022.10 | 0.1433 | |
| SHAPBackbone=ResNet18, Radius=22022.10 | 0.1436 | |
| Harmonica-2ndBackbone=ResNet18, Radius=12022.10 | 0.1468 | |
| Shapley TaylorBackbone=ResNet18, Radius=22022.10 | 0.153 | |
| Faith-ShapBackbone=ResNet18, Radius=42022.10 | 0.1532 | |
| Faith-ShapBackbone=ResNet18, Radius=82022.10 | 0.1607 | |
| Faith-ShapBackbone=ResNet18, Radius=162022.10 | 0.1693 | |
| Shapley TaylorBackbone=ResNet18, Radius=42022.10 | 0.1716 | |
| Shapley TaylorBackbone=ResNet18, Radius=82022.10 | 0.1744 | |
| Shapley TaylorBackbone=ResNet18, Radius=162022.10 | 0.1775 | |
| IGBackbone=ResNet18, Radius=12022.10 | 0.1937 | |
| SHAPBackbone=ResNet18, Radius=42022.10 | 0.1963 | |
| LIMEBackbone=ResNet18, Radius=42022.10 | 0.215 | |
| LIMEBackbone=ResNet18, Radius=22022.10 | 0.2209 | |
| LIMEBackbone=ResNet18, Radius=12022.10 | 0.2278 | |
| SHAPBackbone=ResNet18, Radius=82022.10 | 0.2323 | |
| SHAPBackbone=ResNet18, Radius=162022.10 | 0.2375 | |
| LIMEBackbone=ResNet18, Radius=82022.10 | 0.2382 | |
| LIMEBackbone=ResNet18, Radius=162022.10 | 0.2578 | |
| IGBackbone=ResNet18, Radius=22022.10 | 0.2613 | |
| IGBackbone=ResNet18, Radius=42022.10 | 0.3466 | |
| IGBackbone=ResNet18, Radius=82022.10 | 0.4028 | |
| IGBackbone=ResNet18, Radius=162022.10 | 0.4039 | |
| IHBackbone=ResNet18, Radius=12022.10 | 0.6422 | |
| IHBackbone=ResNet18, Radius=22022.10 | 0.8686 | |
| IHBackbone=ResNet18, Radius=42022.10 | 1.1591 | |
| IHBackbone=ResNet18, Radius=82022.10 | 1.3939 | |
| IHBackbone=ResNet18, Radius=162022.10 | 1.4254 |