Scientific Text Classification on FORC without ORKG taxonomy hierarchy
82AccuracyLlama
Evaluation results
| Method | Links | |
|---|---|---|
| LlamaModel Type=LLM, Temperature=0.82026.04 | 82 | |
| Mistral NemoModel Type=LLM, Temperature=0.82026.04 | 76 | |
| BERTModel Type=SLM2026.04 | 74 | |
| LlamaModel Type=LLM, Temperature=1.02026.04 | 72 | |
| BiLSTMModel Type=SLM2026.04 | 66 | |
| GemmaModel Type=LLM, Temperature=0.82026.04 | 66 | |
| LlamaModel Type=LLM, Temperature=0.62026.04 | 64 | |
| GemmaModel Type=LLM, Temperature=1.02026.04 | 62 | |
| Mistral NemoModel Type=LLM, Temperature=1.02026.04 | 62 | |
| PhiModel Type=LLM, Temperature=1.02026.04 | 62 | |
| PhiModel Type=LLM, Temperature=0.82026.04 | 58 | |
| Mistral NemoModel Type=LLM, Temperature=0.62026.04 | 44 | |
| PhiModel Type=LLM, Temperature=0.62026.04 | 44 | |
| GemmaModel Type=LLM, Temperature=0.62026.04 | 40 | |
| LlamaModel Type=LLM, Temperature=0.42026.04 | 38 | |
| Mistral NemoModel Type=LLM, Temperature=0.42026.04 | 38 | |
| LlamaModel Type=LLM, Temperature=0.22026.04 | 34 | |
| PhiModel Type=LLM, Temperature=0.22026.04 | 30 | |
| GemmaModel Type=LLM, Temperature=0.42026.04 | 24 | |
| GemmaModel Type=LLM, Temperature=0.22026.04 | 18 | |
| PhiModel Type=LLM, Temperature=0.42026.04 | 18 | |
| Mistral NemoModel Type=LLM, Temperature=0.22026.04 | 14 |