Concept Attribution on GoEmotions
23Average Attribution F1SHAP
Evaluation results
| Method | Links | |
|---|---|---|
| SHAPRepresentation=Super Activators, Model=Gemma2025.12 | 23 | |
| SHAP IQRepresentation=Super Activators, Model=Gemma2025.12 | 23 | |
| MFABARepresentation=Super Activators, Model=Gemma2025.12 | 23 | |
| RISERepresentation=Super Activators, Model=Gemma2025.12 | 22 | |
| CALMRepresentation=Super Activators, Model=Gemma2025.12 | 21 | |
| LIMERepresentation=Super Activators, Model=Gemma2025.12 | 20 | |
| RISERepresentation=CLS, Model=Gemma2025.12 | 20 | |
| GradCAMRepresentation=Super Activators, Model=Gemma2025.12 | 20 | |
| SHAPRepresentation=CLS, Model=Gemma2025.12 | 18 | |
| SHAP IQRepresentation=CLS, Model=Gemma2025.12 | 18 | |
| FullGradRepresentation=Super Activators, Model=Gemma2025.12 | 18 | |
| MFABARepresentation=CLS, Model=Gemma2025.12 | 18 | |
| LIMERepresentation=CLS, Model=Gemma2025.12 | 16 | |
| GradCAMRepresentation=CLS, Model=Gemma2025.12 | 16 | |
| CALMRepresentation=CLS, Model=Gemma2025.12 | 16 | |
| IntGradRepresentation=Super Activators, Model=Gemma2025.12 | 15 | |
| FullGradRepresentation=CLS, Model=Gemma2025.12 | 14 | |
| IntGradRepresentation=CLS, Model=Gemma2025.12 | 10 |