General Description on Mol-Instructions ID (test)
68.7E-BL2Llama-3.1 w/ 2D-ProteinRAG
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Llama-3.1 w/ 2D-ProteinRAGParam=8B, Mode=Our method2026.05 | 68.7 | 67.3 | 58.8 | 62.9 | |
| Gemini-3-Flash w/ 2D-ProteinRAGParam=N/A, Mode=Our method2026.05 | 59.8 | 54.7 | 47 | 56.1 | |
| GalacticaParam=1.3B, Mode=Fine-tuned LLMs2026.05 | 55.8 | 54.5 | 57.4 | 63 | |
| Gemini-3-Flash w/ BLASTParam=N/A, Mode=RAG prompted Models2026.05 | 53.7 | 45.3 | 25.8 | 35.6 | |
| Llama-3.1 w/ BLASTParam=8B, Mode=RAG prompted Models2026.05 | 53.6 | 51.9 | 46.9 | 56.1 | |
| Llama-3.1 w/ RAPMParam=8B, Mode=RAG prompted Models2026.05 | 52.4 | 50.8 | 49.7 | 54.4 | |
| Gemini-3-Flash w/ RAPMParam=N/A, Mode=RAG prompted Models2026.05 | 51 | 49.1 | 47.8 | 56.3 | |
| Llama-3.1Param=8B, Mode=Fine-tuned LLMs2026.05 | 49.2 | 47.9 | 52.9 | 59.5 | |
| BioGPTParam=347M, Mode=Fine-tuned LLMs2026.05 | 46.4 | 44.6 | 45.5 | 54.5 | |
| Llama-3.3 w/ 2D-ProteinRAGParam=70B, Mode=Our method2026.05 | 45.9 | 42.7 | 37.6 | 53 | |
| Llama-3.3 w/ BLASTParam=70B, Mode=RAG prompted Models2026.05 | 44.2 | 39.7 | 34.9 | 40.4 | |
| Llama-3.3 w/ RAPMParam=70B, Mode=RAG prompted Models2026.05 | 32.7 | 29.3 | 32.2 | 41.1 | |
| Protein2TextParam=8.65B, Mode=Fine-tuned LLMs2026.05 | 27.6 | 13 | 2.8 | 10.7 | |
| ProLLamaParam=8B, Mode=Fine-tuned LLMs2026.05 | 20.2 | 18.9 | 32.6 | 44.5 | |
| Gemini-3-Flash w/ FewshotParam=N/A, Mode=Few-shot prompted Models2026.05 | 1.6 | 0.9 | 5.4 | 17.8 | |
| Llama-3.3 w/ FewshotParam=70B, Mode=Few-shot prompted Models2026.05 | 0.3 | 0.1 | 1.9 | 16.3 | |
| Llama-3.1 w/ FewshotParam=8B, Mode=Few-shot prompted Models2026.05 | 0.1 | 0 | 2.2 | 16.2 |