Image Enhancement on Adobe Five-K
25.53PSNRPQDynamicISP (local)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PQDynamicISP (local)runtime (480P) [ms]=1.14, runtime (4K) [ms]=11.612024.03 | 25.53 | — | — | 92.8 | |
| AdaIntruntime (480P) [ms]=(1.29), runtime (4K) [ms]=(1.59)2024.03 | 25.49 | — | — | 92.6 | |
| SepLUTruntime (480P) [ms]=6.18 (1.10), runtime (4K) [ms]=128.5 (1.20)2024.03 | 25.47 | — | — | 92.1 | |
| 3D LUTruntime (480P) [ms]=(1.02), runtime (4K) [ms]=(1.14)2024.03 | 25.21 | — | — | 92.2 | |
| CSRNetruntime (480P) [ms]=3.09, runtime (4K) [ms]=77.12024.03 | 25.17 | — | — | 92.1 | |
| SYENetruntime (480P) [ms]=1.26, runtime (4K) [ms]=31.532024.03 | 25.04 | — | — | 91.6 | |
| PQDynamicISP (global)runtime (480P) [ms]=1, runtime (4K) [ms]=4.492024.03 | 24.8 | — | — | 91.8 | |
| HDRNetruntime (480P) [ms]=3.49, runtime (4K) [ms]=56.072024.03 | 24.66 | — | — | 91.5 | |
| NAFNet-smallruntime (480P) [ms]=54.75, runtime (4K) [ms]=1428.62024.03 | 24.52 | — | — | 91.2 | |
| MicroISPruntime (480P) [ms]=5.11, runtime (4K) [ms]=114.132024.03 | 23.92 | — | — | 90.9 | |
| Star-DCE2022.05 | 23.55 | 0.08 | 8.45 | 89 | |
| Parametric2022.05 | 23.2 | 0.07 | 8.52 | 90 | |
| POS-ISP2026.04 | 23.11 | 0.097 | — | 92.3 | |
| Pix2Pix2022.05 | 23.05 | 0.09 | 8.84 | 86 | |
| AdaptiveISP2026.04 | 22.73 | 0.105 | — | 90.8 | |
| HDR-Net2022.05 | 22.31 | 0.08 | 9.53 | 89 | |
| UPEruntime (480P) [ms]=4.27, runtime (4K) [ms]=58.882024.03 | 21.88 | — | — | 85.3 | |
| Unfiltering2022.05 | 21.67 | 0.09 | 21.67 | 88 | |
| TreEnhanceInference Procedure=Tree Search2022.05 | 21.24 | 0.06 | 11.25 | 89 | |
| DaR2022.05 | 20.91 | 0.1 | 13.05 | 86 | |
| DCE-Net2022.05 | 20.47 | 0.13 | 11.77 | 85 | |
| DCE-Net-Pooling2022.05 | 20.33 | 0.15 | 12.13 | 85 | |
| CycleGan2022.05 | 19.38 | 0.16 | 12.95 | 78 | |
| Exposure2022.05 | 18.74 | 0.16 | 13.57 | 81 | |
| ReconfigISP2026.04 | 17.28 | 0.216 | — | 81.8 | |
| DRL-ISP2026.04 | 13.68 | 0.492 | — | 57.1 | |
| Input RAW2026.04 | 9.18 | 0.585 | — | 19.5 |