Concept Attribution on Sarcasm
42Avg Attribution F1RISE
Evaluation results
| Method | Links | |
|---|---|---|
| RISERepresentation=Super Activators, Model=Gemma2025.12 | 42 | |
| SHAP IQRepresentation=CLS, Model=Gemma2025.12 | 40 | |
| SHAP IQRepresentation=Super Activators, Model=Gemma2025.12 | 40 | |
| GradCAMRepresentation=Super Activators, Model=Gemma2025.12 | 39 | |
| CALMRepresentation=Super Activators, Model=Gemma2025.12 | 39 | |
| MFABARepresentation=Super Activators, Model=Gemma2025.12 | 38 | |
| LIMERepresentation=CLS, Model=Gemma2025.12 | 37 | |
| SHAPRepresentation=Super Activators, Model=Gemma2025.12 | 37 | |
| RISERepresentation=CLS, Model=Gemma2025.12 | 37 | |
| CALMRepresentation=CLS, Model=Gemma2025.12 | 37 | |
| LIMERepresentation=Super Activators, Model=Gemma2025.12 | 36 | |
| IntGradRepresentation=Super Activators, Model=Gemma2025.12 | 35 | |
| GradCAMRepresentation=CLS, Model=Gemma2025.12 | 34 | |
| SHAPRepresentation=CLS, Model=Gemma2025.12 | 33 | |
| FullGradRepresentation=Super Activators, Model=Gemma2025.12 | 33 | |
| MFABARepresentation=CLS, Model=Gemma2025.12 | 33 | |
| IntGradRepresentation=CLS, Model=Gemma2025.12 | 31 | |
| FullGradRepresentation=CLS, Model=Gemma2025.12 | 28 |