Disease Prediction on UKBB Task I21 (out-of-distribution)
0.714AUROCCausal Meta-Learning
Evaluation Results
| Method | Links | |
|---|---|---|
| Causal Meta-LearningEmbedding method=ICP, Embedding source=oracle2026.02 | 0.714 | |
| Causal Meta-LearningEmbedding method=MR, Embedding source=oracle2026.02 | 0.711 | |
| Causal Meta-LearningEmbedding method=CHI2, Embedding source=oracle2026.02 | 0.705 | |
| No transfer2026.02 | 0.704 | |
| MAML2026.02 | 0.701 | |
| HBM2026.02 | 0.701 | |
| DKT2026.02 | 0.695 | |
| Causal Meta-LearningEmbedding method=ICP, Embedding source=expert feedback2026.02 | 0.693 | |
| Causal Meta-LearningEmbedding method=CHI2, Embedding source=expert feedback2026.02 | 0.69 | |
| Causal Meta-LearningEmbedding method=MR, Embedding source=expert feedback2026.02 | 0.677 |