Attribution on OpenSurfaces
43Avg Attribution F1LIME
Evaluation results
| Method | Links | |
|---|---|---|
| LIMEAttribution Target=SuperActivators, Model=CLIP2025.12 | 43 | |
| IntGradAttribution Target=SuperActivators, Model=CLIP2025.12 | 43 | |
| LIMEAttribution Target=CLS, Model=CLIP2025.12 | 41 | |
| SHAP IQAttribution Target=SuperActivators, Model=CLIP2025.12 | 41 | |
| RISEAttribution Target=SuperActivators, Model=CLIP2025.12 | 40 | |
| IntGradAttribution Target=CLS, Model=CLIP2025.12 | 39 | |
| MFABAAttribution Target=CLS, Model=CLIP2025.12 | 39 | |
| MFABAAttribution Target=SuperActivators, Model=CLIP2025.12 | 39 | |
| FullGradAttribution Target=SuperActivators, Model=CLIP2025.12 | 38 | |
| SHAP IQAttribution Target=CLS, Model=CLIP2025.12 | 37 | |
| RISEAttribution Target=CLS, Model=CLIP2025.12 | 36 | |
| GradCAMAttribution Target=SuperActivators, Model=CLIP2025.12 | 36 | |
| SHAPAttribution Target=SuperActivators, Model=CLIP2025.12 | 35 | |
| FullGradAttribution Target=CLS, Model=CLIP2025.12 | 34 | |
| GradCAMAttribution Target=CLS, Model=CLIP2025.12 | 32 | |
| SHAPAttribution Target=CLS, Model=CLIP2025.12 | 31 | |
| CALMAttribution Target=SuperActivators, Model=CLIP2025.12 | 30 | |
| CALMAttribution Target=CLS, Model=CLIP2025.12 | 26 |