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ResearchFormerly WizWand

ISP Learning on Mobile AI raw-to-sRGB

24.79PSNRMW-ISP
23.136423.565723.99524.4243Dec 5, 2025
Updated 8mo ago

Evaluation results

MethodLinks
MW-ISPBackbone=MW-ISP, Training Mode=Paired Mode (ours)2025.1224.79895.910.1
cmKANBackbone=cmKAN, Training Mode=Paired Mode (ours)2025.1224.55885.280.1
cmKANBackbone=cmKAN, Training Mode=Paired Mode (original)2025.1224.51885.310.1
AW-NetBackbone=AW-Net, Training Mode=Paired Mode (ours)2025.1224.33886.120.11
MW-ISPBackbone=MW-ISP, Training Mode=Paired Mode (original)2025.1224.31886.270.11
LiteISPBackbone=LiteISP, Training Mode=Paired Mode (ours)2025.1224.22876.080.12
AW-NetBackbone=AW-Net, Training Mode=Paired Mode (original)2025.1224.17876.350.12
NVNetBackbone=NVNet, Training Mode=Paired Mode (ours)2025.1224.12866.110.13
RestormerBackbone=Restormer, Training Mode=Paired Mode (ours)2025.1224.09886.670.12
NVNetBackbone=NVNet, Training Mode=Paired Mode (original)2025.1224.09856.190.13
LiteISPBackbone=LiteISP, Training Mode=Paired Mode (original)2025.1224.05866.430.13
MicroISPBackbone=MicroISP, Training Mode=Paired Mode (ours)2025.1224866.990.15
RestormerBackbone=Restormer, Training Mode=Paired Mode (original)2025.1223.99886.740.13
MicroISPBackbone=MicroISP, Training Mode=Paired Mode (original)2025.1223.87857.040.16
LAN-ISPBackbone=LAN-ISP, Training Mode=Paired Mode (ours)2025.1223.59887.070.14
LAN-ISPBackbone=LAN-ISP, Training Mode=Paired Mode (original)2025.1223.48877.180.15
DH-ISPBackbone=DH-ISP, Training Mode=Paired Mode (ours)2025.1223.29848.210.16
DH-ISPBackbone=DH-ISP, Training Mode=Paired Mode (original)2025.1223.2848.520.17