Sentiment Analysis on SST-2 (ROC-AUC, PR-AUC)
68.1ROC-AUCLIME-LLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LIME-LLMBackbone=Claude Sonnet 4.52026.01 | 68.1 | 42.5 | |
| Integrated Gradients2026.01 | 66.5 | 48.3 | |
| Partition SHAP2026.01 | 52.9 | 45.5 | |
| LIMEMode=Standard2026.01 | 51 | 36.6 | |
| LLimeMode=Generative2026.01 | 43.9 | 29.9 |