Differential expression on PerturbQA K562 (AUROC)
0.7AUROCSYNTHPERT
Evaluation Results
| Method | Links | |
|---|---|---|
| SYNTHPERTBackbone=DeepSeek-R1 distilled Llama 3.1 8B2025.09 | 0.7 | |
| SUMMER2025.09 | 0.6 | |
| LLM + SFT ON DATABackbone=DeepSeek-R1 distilled Llama 3.1 8B2025.09 | 0.59 | |
| GENEPT-GENE2025.09 | 0.57 | |
| GENEPT-PROT2025.09 | 0.57 | |
| GAT2025.09 | 0.55 | |
| GEARS2025.09 | 0.54 | |
| PHYSICAL2025.09 | 0.53 | |
| scGPT2025.09 | 0.52 |