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A new benchmark reveals that existing defocus deblurring methods struggle with generalization across datasets, highlighting a critical gap in current evaluation practices.
Bitstream-corrupted video restoration remains a significant challenge, even with recent advances, as revealed by the NTIRE 2026 challenge results.