Text Classification on Telugu
88.81AccX-MuTeST with LLM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| X-MuTeST with LLMFramework=Integrated with LLM2026.01 | 88.81 | 87.62 | 88.49 | |
| Muril-Rationale-LIMEBackbone=Muril, Rationale=true, Explainer=LIME2026.01 | 87.4 | 86.4 | 87.33 | |
| Muril-Rationale-XMuTeSTBackbone=Muril, Rationale=true, Explainer=XMuTeST2026.01 | 87.4 | 86.4 | 87.33 | |
| Muril-LIMEBackbone=Muril, Explainer=LIME2026.01 | 85.98 | 85.95 | 85.91 | |
| Muril-XMuTeSTBackbone=Muril, Explainer=XMuTeST2026.01 | 85.98 | 85.95 | 85.91 | |
| XLMR-Rationale-LIMEBackbone=XLMR, Rationale=true, Explainer=LIME2026.01 | 84.55 | 83.55 | 84.5 | |
| XLMR-Rationale-XMuTeSTBackbone=XLMR, Rationale=true, Explainer=XMuTeST2026.01 | 84.55 | 83.55 | 84.5 | |
| BERT-ILPBackbone=BERT, Explainer=ILP2026.01 | 82.13 | 81.83 | 82.21 | |
| BERT-HateXplain-LIMEBackbone=BERT-HateXplain, Explainer=LIME2026.01 | 80.89 | 80.75 | 80.84 | |
| XLMR-LIMEBackbone=XLMR, Explainer=LIME2026.01 | 79.27 | 80.3 | 79.21 | |
| XLMR-XMuTeSTBackbone=XLMR, Explainer=XMuTeST2026.01 | 79.27 | 80.3 | 79.21 | |
| GPT-4o2026.01 | 64.84 | 59.29 | 64.17 | |
| Mistral-24.072026.01 | 64.02 | 44.51 | 58.95 | |
| Llama-3.12026.01 | 63.62 | 67.16 | 63.19 |