Disease Prediction on UKBB Task J44 (out-of-distribution)
0.82AUROCCausal Meta-Learning
Evaluation Results
| Method | Links | |
|---|---|---|
| Causal Meta-LearningEmbedding method=ICP, Embedding source=expert feedback2026.02 | 0.82 | |
| Causal Meta-LearningEmbedding method=ICP, Embedding source=oracle2026.02 | 0.816 | |
| Causal Meta-LearningEmbedding method=CHI2, Embedding source=oracle2026.02 | 0.815 | |
| DKT2026.02 | 0.809 | |
| Causal Meta-LearningEmbedding method=MR, Embedding source=expert feedback2026.02 | 0.805 | |
| HBM2026.02 | 0.797 | |
| No transfer2026.02 | 0.791 | |
| MAML2026.02 | 0.791 | |
| Causal Meta-LearningEmbedding method=MR, Embedding source=oracle2026.02 | 0.766 | |
| Causal Meta-LearningEmbedding method=CHI2, Embedding source=expert feedback2026.02 | 0.73 |