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1734875 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 | # Baseline plan
## Baselines implemented in this codebase
1. Source-only evaluation.
2. Target supervised oracle.
3. Pseudo-label EMA self-training.
4. PEFT-only adaptation.
5. Moment transport only.
6. Linear residual interpolation.
7. SACFlow-FM.
8. Whole-feature flow ablation.
9. Random task-subspace ablation.
10. No velocity-field / no learned-flow ablations through YAML config edits.
## External baselines to run from official repos
For main-paper comparisons, rerun official baselines on the same manifests/splits:
- CCRC for MMWHS cardiac SFDA.
- ProtoContra for source classifier/prototype alignment.
- A3-DualUD for anatomy-anchor alignment.
- HEAL for learning-free source-free cross-modality adaptation.
- RSA for CrossMoDA/vestibular schwannoma MRI adaptation.
Use reported numbers only in a literature-context table unless protocols match exactly.
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