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What Does LOL Measure? Hidden Label Shifts in Low-Light Enhancement Benchmarks

arXiv:2610.38121v1 Announce Type: new Abstract: LOL-v1 and LOLv2-Real are the standard benchmarks for supervised low-light image enhancement, and several leading methods ship hand-set test-time adjustments with their evaluation scripts. We audit both benchmarks with 18 public checkpoints of eight m…

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  1. 2026-10-30 04:00 · arXiv cs.CV
    What Does LOL Measure? Hidden Label Shifts in Low-Light Enhancement Benchmarks

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