Cross-domain perplexity reduction prediction on Molecular SMILES 9 domains Llama-3.1-8B
0.53Spearman Correlation (rho_s)FisherSketch joint score
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FisherSketch joint scoreBackbone=Llama-3.1-8B, Signature size (m)=2048, Molecules per domain=180, In-context adaptation protocol=20-example, Evaluation molecules=502026.06 | 0.53 | 0.0064 | |
| Error-only scoreBackbone=Llama-3.1-8B, Signature size (m)=2048, Molecules per domain=180, In-context adaptation protocol=20-example, Evaluation molecules=502026.06 | 0.516 | 0.0051 | |
| Activation-only scoreBackbone=Llama-3.1-8B, Signature size (m)=2048, Molecules per domain=180, In-context adaptation protocol=20-example, Evaluation molecules=502026.06 | 0.37 | 0.0807 |