Low-light video enhancement on LLRVD
37.85PSNRShiftNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| ShiftNetPrecision=Full-precision2026.07 | 37.85 | 96.7 | 0.031 | |
| EeveeDarkPrecision=Binary2026.07 | 37.51 | 96.2 | 0.039 | |
| FloRNNPrecision=Full-precision2026.07 | 37.2 | 96 | 0.042 | |
| BRVEPrecision=Binary2026.07 | 37.07 | 95.8 | 0.046 | |
| BBCUPrecision=Binary2026.07 | 36.52 | 95 | 0.058 | |
| ShiftNetInput Type=RAW Image Only, FLOPs(G)=32.87, Params(M)=13.38, Latency(ms)=~10313, Energy(mJ)=27.782026.07 | 32.01 | 88.9 | 0.095 | |
| FloRNNInput Type=RAW Image Only, FLOPs(G)=24.57, Params(M)=10.49, Latency(ms)=~7709, Energy(mJ)=20.762026.07 | 30.53 | 85.3 | 0.176 | |
| EeveeDarkInput Type=RAW Image + Events, FLOPs(G)=1.66, Params(M)=0.35, Latency(ms)=~588, Energy(mJ)=0.782026.07 | 30.37 | 85 | 0.189 | |
| EvLightInput Type=RGB Image + Events, FLOPs(G)=48.54, Params(M)=22.73, Latency(ms)=~15227, Energy(mJ)=32.572026.07 | 30.28 | 84.5 | 0.185 | |
| BRVEInput Type=RAW Image Only, FLOPs(G)=1.49, Params(M)=0.30, Latency(ms)=~528, Energy(mJ)=0.702026.07 | 29.58 | 82.1 | 0.233 | |
| BBCUInput Type=RAW Image Only, FLOPs(G)=1.47, Params(M)=0.30, Latency(ms)=~521, Energy(mJ)=0.692026.07 | 28.72 | 79.5 | 0.373 |