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Benchmarks
Low-Light Video Enhancement on 3D low-light dataset (test)
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23.51
PSNR
VLLVE++
12.6628
15.4789
18.295
21.1111
Feb 9, 2026
PSNR
SSIM
Updated 4d ago
Evaluation Results
Method
Method
Links
PSNR
SSIM
VLLVE++
NeRF training=true
2026.02
23.51
0.794
VLLVE
NeRF training=true
2026.02
22.35
0.782
VLLVE++
NeRF training=false
2026.02
21.58
0.775
VLLVE
NeRF training=false
2026.02
21.09
0.763
LLNeRF
NeRF training=false
2026.02
20.5
0.758
RetinexFormer
NeRF training=true
2026.02
19.98
0.736
RetinexFormer
NeRF training=false
2026.02
19.49
0.702
SNR
NeRF training=true
2026.02
19.24
0.693
SNR
NeRF training=false
2026.02
18.87
0.65
PairLLE
NeRF training=true
2026.02
18.72
0.681
PairLLE
NeRF training=false
2026.02
18.35
0.604
SCI
NeRF training=true
2026.02
13.08
0.505
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