Covariate transfer task on Srivatsan20 (test)
0.13MMD GEXPRiMeFlow
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PRiMeFlowCFG=12026.04 | 0.13 | 0.13 | 0.14 | 0.26 | |
| PRiMeFlowCFG=32026.04 | 0.25 | 0.22 | 0.31 | 0.27 | |
| PRiMeFlowCFG=52026.04 | 0.47 | 0.29 | 0.6 | 0.25 | |
| FM PCACFG=12026.04 | 1.2 | 0.26 | 0.5 | 0.042 | |
| FM PCACFG=32026.04 | 1.3 | 0.25 | 0.44 | 0.071 | |
| FM PCACFG=52026.04 | 1.4 | 0.29 | 0.53 | 0.1 | |
| Linear2026.04 | 2.2 | 0.31 | 0.76 | 0.0036 | |
| CPAvariant=noAdv2026.04 | 2.3 | 0.25 | 0.49 | 0.004 | |
| CPA2026.04 | 2.4 | 0.3 | 0.53 | 0.0073 | |
| SAMS-VAE2026.04 | 2.5 | 0.3 | 0.69 | 0.0002 | |
| SAMS-VAEvariant=(S)2026.04 | 2.9 | 0.28 | 0.79 | 0 | |
| Decoder2026.04 | 4.2 | 0.16 | 1.9 | — | |
| Latent2026.04 | 4.3 | 0.26 | 2 | 0 | |
| Biolord2026.04 | 4.9 | 0.36 | 4.3 | 4.7 |