Molecule-Cell Interaction on DrugComb
81.1AccuracyAvg. Merging + FT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Avg. Merging + FTCategory=Merging Method, Fine-tuning=True2026.03 | 81.1 | 80.8 | |
| ES-MergingCategory=Merging Method2026.03 | 80.7 | 80.2 | |
| LS-MergeCategory=Merging Method2026.03 | 79.1 | 79 | |
| PCB-MergingCategory=Merging Method2026.03 | 77.3 | 78.7 | |
| Cell-o1Category=Specialized MLLM2026.03 | 76.3 | 77.2 | |
| Consensus MergingCategory=Merging Method2026.03 | 76 | 78.4 | |
| TIES-MergingCategory=Merging Method2026.03 | 74.7 | 77 | |
| LLaMA-3.1-8B-InstructCategory=Base LLM2026.03 | 73.7 | 77.1 | |
| Avg. MergingCategory=Merging Method2026.03 | 72.5 | 74.6 | |
| Prot2Text-V2Category=Specialized MLLM2026.03 | 65.6 | 78.4 | |
| Mol-LLaMACategory=Specialized MLLM2026.03 | 64.1 | 80.4 | |
| AdaMergingCategory=Merging Method2026.03 | 48 | 36.9 | |
| EMR-MergingCategory=Merging Method2026.03 | 45.2 | 71.5 |