Turbulence Mitigation on UDET
29.33PSNREHETM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| EHETMTask=TM, Input Type=Hybrid, #Params (M)=5.6, FPS=29.5, FLOPs (G)=181.7, Latency (ms)=160, Data Size (%)=22.72026.03 | 29.33 | 87.17 | 15.17 | |
| MambaTMTask=TM, Input Type=Multi-frame, #Params (M)=6.9, FPS=23.5, FLOPs (G)=62.3, Latency (ms)=760, Data Size (%)=75.02026.03 | 28.91 | 86.1 | 16.78 | |
| DATUMTask=TM, Input Type=Multi-frame, #Params (M)=5.8, FPS=12.1, FLOPs (G)=191.5, Latency (ms)=1560, Data Size (%)=100.02026.03 | 28.85 | 86.88 | 15.65 | |
| TMTTask=TM, Input Type=Multi-frame, #Params (M)=26.1, FPS=0.11, FLOPs (G)=463.9, Latency (ms)=760, Data Size (%)=50.02026.03 | 27.73 | 84.49 | 19.75 | |
| TSRWGANTask=TM, Input Type=Multi-frame, #Params (M)=46.3, FPS=1.33, FLOPs (G)=1280.3, Latency (ms)=280, Data Size (%)=37.52026.03 | 26.72 | 80.27 | 23.58 | |
| VRTTask=VR, Input Type=Multi-frame, #Params (M)=18.3, FPS=0.31, FLOPs (G)=2509.8, Latency (ms)=600, Data Size (%)=40.02026.03 | 26.58 | 81.39 | 23.34 | |
| Ev-DeblurVSRTask=Deblur, Input Type=Hybrid, #Params (M)=8.3, FPS=2.73, FLOPs (G)=448.8, Latency (ms)=560, Data Size (%)=68.12026.03 | 25.11 | 79.61 | 23.76 | |
| EGVSRTask=VSR, Input Type=Hybrid, #Params (M)=10.2, FPS=1.06, FLOPs (G)=273.8, Latency (ms)=360, Data Size (%)=33.62026.03 | 24.27 | 78.82 | 25.39 | |
| TurbNetTask=TM, Input Type=Single-frame, #Params (M)=26.6, FPS=5.52, FLOPs (G)=686.7, Data Size (%)=2.52026.03 | 24.12 | 77.84 | 26.79 |