ResearchBenchmarksHyperspectral Image Restoration on Natural HSI datasetsHyperspectral Image Restoration on Natural HSI datasetsFollow30.34FLOPs (G)InstructIR-4.2308229.1221462.475695.8279Dec 23, 2025Evaluation resultsMethodMethodLinksFLOPs (G)Params (M)Time (ms)InstructIR2025.1230.3417.2328.84DAMPDegradation Proxy (DP)...Degradation Proxy (DP)=excluded2025.12313.6514.9125.82DAMPDegradation Proxy (DP)...Degradation Proxy (DP)=included (Full)2025.12313.814.91133.18MoCE-IR2025.12365.5723.67191.81PromptIR2025.12573.4726.13207.1DFPIR2025.12613.831.33227.22MP-HSIR2025.12894.6113.88653.15