Disease Prediction on UKBB Task G45 (out-of-distribution)
0.673AUROCCausal Meta-Learning
Evaluation Results
| Method | Links | |
|---|---|---|
| Causal Meta-LearningEmbedding method=ICP, Embedding source=oracle2026.02 | 0.673 | |
| Causal Meta-LearningEmbedding method=CHI2, Embedding source=oracle2026.02 | 0.671 | |
| HBM2026.02 | 0.67 | |
| MAML2026.02 | 0.667 | |
| Causal Meta-LearningEmbedding method=MR, Embedding source=expert feedback2026.02 | 0.656 | |
| Causal Meta-LearningEmbedding method=ICP, Embedding source=expert feedback2026.02 | 0.655 | |
| DKT2026.02 | 0.652 | |
| Causal Meta-LearningEmbedding method=MR, Embedding source=oracle2026.02 | 0.651 | |
| No transfer2026.02 | 0.646 | |
| Causal Meta-LearningEmbedding method=CHI2, Embedding source=expert feedback2026.02 | 0.631 |