Perturbation response modeling on Srivatsan20
0.53Cosine logFCSAMS-VAE (S)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SAMS-VAE (S)2026.04 | 0.53 | 0.12 | 0.018 | 0.13 | |
| PRiMeFlowConfiguration=CFG12026.04 | 0.46 | 0.12 | 0.019 | 0.14 | |
| Latent2026.04 | 0.45 | 0.13 | 0.018 | 0.15 | |
| SAMS-VAE2026.04 | 0.44 | 0.17 | 0.023 | 0.17 | |
| PRiMeFlowConfiguration=CFG32026.04 | 0.43 | 0.1 | 0.029 | 0.22 | |
| CPAadversarial_training=false2026.04 | 0.4 | 0.09 | 0.02 | 0.1 | |
| PRiMeFlowConfiguration=CFG52026.04 | 0.39 | 0.1 | 0.041 | 0.29 | |
| CPA2026.04 | 0.38 | 0.15 | 0.02 | 0.16 | |
| Decoder2026.04 | 0.35 | 0.16 | 0.018 | 0.14 | |
| Biolord2026.04 | 0.26 | 0.26 | 0.074 | 0.25 | |
| FM PCAConfiguration=CFG52026.04 | 0.17 | 0.28 | 0.045 | 0.25 | |
| FM PCAConfiguration=CFG32026.04 | 0.16 | 0.3 | 0.041 | 0.22 | |
| Linear2026.04 | 0.16 | 0.28 | 0.03 | 0.27 | |
| FM PCAConfiguration=CFG12026.04 | 0.15 | 0.34 | 0.042 | 0.24 | |
| FM PCA OTConfiguration=CFG12026.04 | 0.12 | 0.42 | 0.044 | 0.41 | |
| FM PCA OTConfiguration=CFG32026.04 | 0.12 | 0.42 | 0.044 | 0.4 | |
| FM PCA OTConfiguration=CFG52026.04 | 0.12 | 0.42 | 0.044 | 0.4 | |
| PRiMeFlow MLPConfiguration=CFG12026.04 | 0.012 | 0.46 | 0.31 | 0.42 | |
| PRiMeFlow MLPConfiguration=CFG32026.04 | 0.0071 | 0.45 | 0.33 | 0.44 | |
| PRiMeFlow MLPConfiguration=CFG52026.04 | 0.0026 | 0.45 | 0.4 | 0.47 |