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Language-conditioned virtual photography on VPhotoBench 90 tasks (held-out)

0.578MqsPhotoFlow
0.511440.528720.5460.56328May 22, 2026

Evaluation results

MethodLinks
PhotoFlowBudget=6-round2026.050.5780.6220.550.5640.614
Single-Chain Reflection2026.050.5670.5670.530.5450.616
Random Search2026.050.5270.40.4830.4920.589
Anchor Bank Best-of-NSelection=Best-of-N2026.050.5190.3780.4640.4810.593
Single-Step LLM2026.050.5140.40.4470.470.603