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Low-Light Image Enhancement on VILNC-Indoor 1.0 (test)

24.634PSNRTPCNet
8.2040812.4695416.73521.00046Nov 27, 2025

Evaluation results

MethodLinks
TPCNetParams/M=2.62, FLOPs/G=8.76, Input Resolution=256x2562025.1124.6340.7850.194
RetinexformerParams/M=1.61, FLOPs/G=15.57, Input Resolution=256x2562025.1123.7350.7820.295
HVI-CIDNetParams/M=1.88, FLOPs/G=7.57, Input Resolution=256x2562025.1123.6560.7850.303
LLFormerParams/M=24.55, FLOPs/G=22.52, Input Resolution=256x2562025.1123.5930.7690.313
RQ-LLIEParams/M=13.48, FLOPs/G=216.78, Input Resolution=256x2562025.1123.540.7910.288
SMGParams/M=17.8, FLOPs/G=42.93, Input Resolution=256x2562025.1123.440.6880.212
SNR-NetParams/M=4.01, FLOPs/G=26.35, Input Resolution=256x2562025.1123.3670.7650.202
EnlightenGANParams/M=114.35, FLOPs/G=61.01, Input Resolution=256x2562025.1118.9760.6150.354
LANetParams/M=0.58, FLOPs/G=43.23, Input Resolution=256x2562025.1118.410.7340.484
RetinexNetParams/M=0.84, FLOPs/G=584.47, Input Resolution=256x2562025.1116.5730.4560.547
ZeroDCE++Params/M=0.01, FLOPs/G=0.61, Input Resolution=256x2562025.1115.9920.4340.579
ZERO-IGParams/M=0.087, FLOPs/G=11.37, Input Resolution=256x2562025.1112.0020.5950.504
QuadPriorParams/M=1252.75, FLOPs/G=1103.2, Input Resolution=256x2562025.1111.2930.5520.487
KinDParams/M=8.02, FLOPs/G=34.99, Input Resolution=256x2562025.119.4530.5830.411
PairLIEParams/M=0.33, FLOPs/G=20.81, Input Resolution=256x2562025.119.2550.570.681
RUASParams/M=0.003, FLOPs/G=0.83, Input Resolution=256x2562025.118.8360.570.735