Drug Discovery Classification on Tox21
99Accuracy @ 0.5BLIP-2 (LoRA)
Evaluation results
| Method | Links | |
|---|---|---|
| BLIP-2 (LoRA)Category=VLM, requires LLM/VLM at inference=true, protocol=LoRA2026.05 | 99 | |
| MolSight (SigLIP2, S6)Category=Image-only, Configuration=single-model results2026.05 | 91 | |
| MolSight-BestCategory=Image-only, Configuration=best curriculum-trained architecture per task2026.05 | 91 | |
| Uni-MolCategory=3D GNN, requires 3D conformer generation=true2026.05 | 77 | |
| Janus-Pro 7B (ICL)Category=VLM, requires LLM/VLM at inference=true, protocol=ICL2026.05 | 69 | |
| GPT-4o (ICL)Category=LLM, requires LLM/VLM at inference=true, protocol=ICL2026.05 | 42 |