Classification on 14-region
85.7AccuracyLAMA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LAMA2026.01 | 85.7 | 82.9 | 92 | 94.8 | |
| Self-ReflectionMethod Category=LLM Prompting Methods2026.01 | 75.1 | 70.4 | 89.1 | 91.9 | |
| Self-ConsistencyMethod Category=LLM Prompting Methods2026.01 | 71 | 65.9 | 87.6 | 91.4 | |
| CoTMethod Category=LLM Prompting Methods2026.01 | 69.7 | 65 | 85.9 | 90.5 | |
| XLM-RoBERTaMethod Category=Neural Models2026.01 | 69 | 63.1 | 83 | 89.4 | |
| CANINEMethod Category=Neural Models2026.01 | 68.3 | 62.1 | 82.4 | 88.8 | |
| SVMMethod Category=Neural Models2026.01 | 68.2 | 61.9 | 81.2 | 87.2 |