Multimodal alignment on CITE-seq (test)
0.5309FOSCTTMGLUE+OT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GLUE+OTEncoder=GLUE, Matcher=Optimal Transport2024.04 | 0.5309 | 0.0323 | |
| SCOT2024.04 | 0.4596 | 0.02 | |
| GLUE+SNNEncoder=GLUE, Matcher=Soft Nearest Neighbors2024.04 | 0.4412 | 0.0362 | |
| VAE+OTEncoder=VAE, Matcher=Optimal Transport2024.04 | 0.3953 | 0.0814 | |
| VAE+SNNEncoder=VAE, Matcher=Soft Nearest Neighbors2024.04 | 0.3816 | 0.0612 | |
| PS+SNNEncoder=Propensity Score, Matcher=Soft Nearest Neighbors2024.04 | 0.3126 | 0.0941 | |
| PS+OTEncoder=Propensity Score, Matcher=Optimal Transport2024.04 | 0.3049 | 0.1163 |