Drug effectiveness prediction on DEA
97.64ACCLlama3.3-LightRAG-mix
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Llama3.3-LightRAG-mixModel Parameters=70B, Querying Mode=mix2026.05 | 97.64 | 98.83 | 98.99 | |
| Llama3.3-LightRAG-globalModel Parameters=70B, Querying Mode=global2026.05 | 86.35 | 85.89 | 83.72 | |
| Llama3.3-LightRAG-localModel Parameters=70B, Querying Mode=local2026.05 | 84.91 | 86.27 | 84.33 | |
| Llama3-OpenBioLLM (70B)Model Parameters=70B2026.05 | 82.77 | 83.05 | 86.57 | |
| GPTo4-mini (NA)Model Parameters=NA2026.05 | 79.3 | 75.68 | 78.95 | |
| Llama3.3 (70B)Model Parameters=70B2026.05 | 76.41 | 77.62 | 76.62 | |
| MedX (8B)Model Parameters=8B2026.05 | 65.44 | 59.63 | 65.14 | |
| MedLlama3 (8B)Model Parameters=8B2026.05 | 57.53 | 60.58 | 57.78 | |
| Huatuo (7B)Model Parameters=7B2026.05 | 55.98 | 67.26 | 58.83 | |
| BioGPT (1.6B)Model Parameters=1.6B2026.05 | 49.64 | 60.72 | 53.11 |