Counterfactual Generation on MIMIC-CXR (test)
18.8Target AUCFCFG
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FCFGGuidance configuration=ωaff = 3.0, ωinv = 1.22025.06 | 18.8 | 0.6 | |
| CFGGuidance configuration=ω = 3.02025.06 | 17.8 | 5.3 | |
| HVAE-softGuidance configuration=-2025.06 | 17.3 | 5 | |
| HVAEGuidance configuration=-2025.06 | 17.1 | 5.1 | |
| FCFGGuidance configuration=ωaff = 3.0, ωinv = 1.22025.06 | 7.6 | 0.6 | |
| CFGGuidance configuration=ω = 3.02025.06 | 7.5 | 10.7 | |
| HVAEGuidance configuration=-2025.06 | 7.4 | 9 | |
| HVAE-softGuidance configuration=-2025.06 | 7.3 | 5.7 |