Underwater Image Enhancement Efficiency Benchmark
0.009Time (s)Dual-Branch Collaborative Framework
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Dual-Branch Collaborative FrameworkResolution=256 × 256, Parameters=–2026.06 | 0.009 | 106.693 | |
| FUnIE-GANResolution=256 × 256, Parameters=7.02M2026.06 | 0.018 | 54.688 | |
| Dual-Branch Collaborative FrameworkResolution=640 × 480, Parameters=–2026.06 | 0.02 | 50.9 | |
| PUIE-NetResolution=256 × 256, Parameters=16.12M2026.06 | 0.042 | 23.726 | |
| FUnIE-GANResolution=640 × 480, Parameters=7.02M2026.06 | 0.044 | 22.386 | |
| Dual-Branch Collaborative FrameworkResolution=1280 × 720, Parameters=–2026.06 | 0.048 | 20.762 | |
| PUIE-NetResolution=640 × 480, Parameters=16.12M2026.06 | 0.076 | 13.191 | |
| FUnIE-GANResolution=1280 × 720, Parameters=7.02M2026.06 | 0.083 | 12.004 | |
| WaterNetResolution=256 × 256, Parameters=1.09M2026.06 | 0.085 | 11.779 | |
| Dual-Branch Collaborative FrameworkResolution=1920 × 1080, Parameters=–2026.06 | 0.108 | 9.218 | |
| FUnIE-GANResolution=1920 × 1080, Parameters=7.02M2026.06 | 0.137 | 7.292 | |
| PUIE-NetResolution=1280 × 720, Parameters=16.12M2026.06 | 0.187 | 5.335 | |
| UWCNNResolution=256 × 256, Parameters=0.04M2026.06 | 0.216 | 4.63 | |
| WaterNetResolution=640 × 480, Parameters=1.09M2026.06 | 0.243 | 4.115 | |
| Dual-Branch Collaborative FrameworkResolution=3840 × 2160, Parameters=–2026.06 | 0.388 | 2.579 | |
| PUIE-NetResolution=1920 × 1080, Parameters=16.12M2026.06 | 0.394 | 2.539 | |
| UWCNNResolution=640 × 480, Parameters=0.04M2026.06 | 0.395 | 2.534 | |
| FUnIE-GANResolution=3840 × 2160, Parameters=7.02M2026.06 | 0.597 | 1.676 | |
| WaterNetResolution=1280 × 720, Parameters=1.09M2026.06 | 0.622 | 1.608 | |
| UWCNNResolution=1280 × 720, Parameters=0.04M2026.06 | 0.883 | 1.132 | |
| WaterNetResolution=1920 × 1080, Parameters=1.09M2026.06 | 1.443 | 0.693 | |
| UWCNNResolution=1920 × 1080, Parameters=0.04M2026.06 | 1.892 | 0.529 | |
| UWCNNResolution=3840 × 2160, Parameters=0.04M2026.06 | 7.465 | 0.134 | |
| PUIE-NetResolution=3840 × 2160, Parameters=16.12M2026.06 | 14.364 | 0.07 | |
| WaterNetResolution=3840 × 2160, Parameters=1.09M2026.06 | 46.278 | 0.024 |