Solvent 1 prediction on private dataset
85.4Top-1 SimilarityChemMAS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ChemMASModel Type=Zero-shot LLMs2025.09 | 85.4 | 93.9 | 96.9 | |
| GPT5Model Type=Zero-shot LLMs2025.09 | 73.7 | 83.7 | 86.2 | |
| Gemini2.5-ProModel Type=Zero-shot LLMs2025.09 | 68 | 83.6 | 86.4 | |
| DeepSeek-R1Model Type=Zero-shot LLMs2025.09 | 67.2 | 73.5 | 78.1 | |
| Qwen3-235B-A22BModel Type=Zero-shot LLMs2025.09 | 64 | 70.6 | 73.7 | |
| MM RCRModel Type=Pretrained Models2025.09 | 53.7 | 70.7 | 73.7 | |
| RCRModel Type=Pretrained Models2025.09 | 49.9 | 62.1 | 68.5 | |
| Claude3.7-SonnetModel Type=Zero-shot LLMs2025.09 | 46 | 55.7 | 58.7 | |
| Reagent TransformerModel Type=Pretrained Models2025.09 | 38.2 | 46.3 | 52.3 |