Low-light Video Enhancement on BVI-RLV (test) benchmark leaderboard · SOTA2 Research

Low-light Video Enhancement on BVI-RLV (test)

31.22PSNRBVI-Mamba

Evaluation Results

Method	Links
BVI-Mamba2025.03		31.22	0.912	0.071
BVI-CDM2025.03		30.51	0.888	0.089
Ours2025.04		30.272	0.864	0.13
P-G2025.04		30.222	0.855	0.134
Starlight2025.04		30.006	0.86	0.143
AWGN2025.04		29.716	0.849	0.165
Zero-TIG2025.03		28.052	0.854	0.368
Zero-IG2025.03		27.84	0.834	0.37
VLLVE++2026.02		24.47	0.794	—
SGZSL2025.03		24.026	0.723	0.38
VLLVE2026.02		23.61	0.786	—
BVI-Mamba2026.04		22.93	0.82	0.146
BVI-CDM2026.02		22.2	0.773	—
BVI-CDM2026.04		22.2	0.773	0.175
STA-SUNet2026.02		20.64	0.765	—
STA-SUNet2026.04		20.64	0.765	0.243
PCDUNet2026.02		19.5	0.757	—
PCDUNet2026.04		19.5	0.757	0.316
Zero-IG2025.03		19.374	0.639	0.398
Zero-TIG2025.03		19.34	0.79	0.36
Zero-DCE2025.03		18.932	0.488	0.507
RUAS2025.03		18.52	0.712	0.515
SDSDNet2026.02		18.05	0.69	—
SMOID2026.02		17.98	0.621	—
EnlightenGAN2025.03		17.875	0.55	0.522
EnlightenGAN2025.03		15.486	0.518	0.515
RUAS2025.03		15.305	0.631	0.481
SGZSL2025.03		13.416	0.577	0.42
Zero-DCE2025.03		10.54	0.43	0.528