HDR Video Reconstruction on RealHDRV (test)
27.39PSNRFMNet
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| FMNetParams=1.24M, time(ms)=2.3932, Batch size=8, Input resolution=128x1282026.02 | 27.39 | 0.9505 | 0.9801 | 29.32 | 7.161 | 0.0809 | |
| WMNetParams=1.36M, time(ms)=0.9355, Batch size=8, Input resolution=128x1282026.02 | 27.39 | 0.9507 | 0.9807 | 29.47 | 7.2 | 0.08 | |
| HDRTVNet++Params=4.98M, time(ms)=20.108, Batch size=8, Input resolution=128x1282026.02 | 27.32 | 0.9361 | 0.9821 | 30.13 | 7.132 | 0.0889 | |
| CSRNetParams=36K, time(ms)=1.0456, Batch size=8, Input resolution=128x1282026.02 | 27.28 | 0.922 | 0.9793 | 31.05 | 6.985 | 0.1118 | |
| HDRTVNet++-w/o HGParams=591K, time(ms)=12.698, Batch size=8, Input resolution=128x1282026.02 | 27.24 | 0.9371 | 0.9805 | 30.73 | 7.085 | 0.0837 | |
| HDRTVNetParams=37.2M, time(ms)=6.5009, Batch size=8, Input resolution=128x1282026.02 | 27.22 | 0.9506 | 0.9803 | 29.75 | 7.114 | 0.0804 | |
| HDRTVNet-w/o HGParams=1.41M, time(ms)=3.7391, Batch size=8, Input resolution=128x1282026.02 | 27.21 | 0.9506 | 0.9802 | 29.71 | 7.112 | 0.0805 | |
| HuoPhyEOParams=N/A, Batch size=8, Input resolution=128x1282026.02 | 26.67 | 0.9057 | 0.978 | 31.9 | 7.591 | 0.1114 | |
| Ada-3DLUTParams=594K, time(ms)=0.5772, Batch size=8, Input resolution=128x1282026.02 | 22.88 | 0.847 | 0.9825 | 53.42 | 6.983 | 0.1583 | |
| KovaleskiEOParams=N/A, Batch size=8, Input resolution=128x1282026.02 | 22.04 | 0.8214 | 0.9659 | 56.17 | 6.263 | 0.1593 |