6-Continent Classification (test)
91.3AccuracyLAMA
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| LAMAModel Category=Proposed Method2026.01 | 91.3 | 88.1 | 96.2 | 98.4 | |
| Self-ReflectionModel Category=LLM Prompting Methods2026.01 | 84.7 | 79.6 | 94.1 | 97.6 | |
| CoTModel Category=LLM Prompting Methods2026.01 | 82.7 | 75.3 | 94 | 97.8 | |
| Self-ConsistencyModel Category=LLM Prompting Methods2026.01 | 82.4 | 76 | 95.2 | 98.7 | |
| XLM-RoBERTaModel Category=Neural Models2026.01 | 78 | 69.2 | 91.1 | 96 | |
| CANINEModel Category=Neural Models2026.01 | 77.6 | 69.6 | 90.6 | 95.9 | |
| SVMModel Category=Neural Models2026.01 | 76.7 | 67.9 | 89.9 | 95.2 |