Biomarker-level imputation on Semi-synthetic biomarkers 30% missingness
1.914MAEGPT-5.4
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| GPT-5.4Missingness level=30%2026.05 | 1.914 | 2.461 | 0.392 | 1.893 | 0.034 | |
| GPT-OSS-120bMissingness level=30%, Model scale=120b2026.05 | 1.972 | 2.548 | 0.386 | 1.914 | 0.026 | |
| GPT-5.4 first-validMissingness level=30%, Method variant=first-valid proposal2026.05 | 2.026 | 2.598 | 0.389 | 2.009 | 0.036 | |
| Qwen3.5-PlusMissingness level=30%2026.05 | 2.055 | 2.659 | 0.375 | 1.956 | 0.003 | |
| MissForestMissingness level=30%2026.05 | 2.09 | 2.674 | 0.384 | 2.073 | 0.036 | |
| CausalCFMMissingness level=30%2026.05 | 2.755 | 3.523 | 0.35 | 2.708 | 0.007 | |
| LOCFMissingness level=30%2026.05 | 3.314 | 4.399 | 0.473 | 2.781 | 0.113 |