Unseen Perturbation Prediction on HEPG2 (test)
0.632Pearson DeltaExp Reprod.
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Exp Reprod.2026.06 | 0.632 | 0.91 | |
| LLM, RL, + KGbase model=Qwen3-4B-Instruct-2507, training=Prime-RL2026.06 | 0.486 | 0.656 | |
| TxPert2026.06 | 0.485 | 0.656 | |
| KGdescription=graph neighbour predictor2026.06 | 0.478 | 0.638 | |
| LLM+KGfrontier LLM=Gemini 2.5 pro2026.06 | 0.473 | 0.65 |