Multimodal alignment on Synthetic interventional image dataset (test)
0.0316MSEPS+OT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PS+OTEncoder=Propensity Score, Matcher=Optimal Transport2024.04 | 0.0316 | 18.329 | |
| VAE+OTEncoder=VAE, Matcher=Optimal Transport2024.04 | 0.0324 | 7.733 | |
| SCOT2024.04 | 0.0354 | 0.5964 | |
| PS+SNNEncoder=Propensity Score, Matcher=Soft Nearest Neighbors2024.04 | 0.0552 | 7.924 | |
| VAE+SNNEncoder=VAE, Matcher=Soft Nearest Neighbors2024.04 | 0.0622 | 3.116 | |
| Random2024.04 | 0.0709 | — |