Light Field Super-Resolution on LFSR Average
39.552PSNRRASLF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RASLFScale=×2, Params.=0.90M, FLOPs(G)=29.77, Time(ms)=28.82026.03 | 39.552 | 98.76 | |
| L2FMambaScale=×2, Params.=1.04M, FLOPs(G)=36.59, Time(ms)=31.92026.03 | 39.485 | 98.73 | |
| LF-DETScale=×2, Params.=1.59M, FLOPs(G)=48.50, Time(ms)=65.92026.03 | 39.455 | 98.74 | |
| LFMambaScale=×2, Params.=2.15M, FLOPs(G)=92.29, Time(ms)=75.92026.03 | 39.424 | 98.81 | |
| EPITScale=×2, Params.=1.42M, FLOPs(G)=69.71, Time(ms)=32.22026.03 | 39.393 | 98.69 | |
| HLFSR-SSRScale=×2, Params.=13.72M, FLOPs(G)=167.81, Time(ms)=31.12026.03 | 39.303 | 98.74 | |
| MLFSRScale=×2, Params.=1.36M, FLOPs(G)=53.30, Time(ms)=27.82026.03 | 39.231 | 98.73 | |
| DistgSSRScale=×2, Params.=3.53M, FLOPs(G)=64.11, Time(ms)=24.22026.03 | 38.94 | 98.67 | |
| LFTScale=×2, Params.=1.11M, FLOPs(G)=56.16, Time(ms)=91.42026.03 | 38.825 | 98.61 | |
| LF-IINetScale=×2, Params.=5.04M, FLOPs(G)=56.16, Time(ms)=20.62026.03 | 38.763 | 98.6 | |
| DPTScale=×2, Params.=3.73M, FLOPs(G)=65.34, Time(ms)=98.52026.03 | 38.397 | 98.48 | |
| LF-ATOScale=×2, Params.=1.22M, FLOPs(G)=597.66, Time(ms)=85.62026.03 | 38.306 | 98.47 | |
| MEG-NetScale=×2, Params.=1.69M, FLOPs(G)=48.40, Time(ms)=31.22026.03 | 38.141 | 98.51 | |
| LFSSRScale=×2, Params.=0.89M, FLOPs(G)=25.70, Time(ms)=10.02026.03 | 37.501 | 98.32 | |
| RASLFScale=×4, Params.=0.95M, FLOPs(G)=31.20, Time(ms)=29.42026.03 | 32.69 | 94.72 | |
| L2FMambaScale=×4, Params.=1.09M, FLOPs(G)=37.99, Time(ms)=32.62026.03 | 32.623 | 94.68 | |
| LFMambaScale=×4, Params.=2.30M, FLOPs(G)=96.24, Time(ms)=77.12026.03 | 32.62 | 94.71 | |
| LF-DETScale=×4, Params.=1.69M, FLOPs(G)=51.20, Time(ms)=75.02026.03 | 32.48 | 94.63 | |
| EPITScale=×4, Params.=1.47M, FLOPs(G)=71.15, Time(ms)=33.62026.03 | 32.416 | 94.52 | |
| MLFSRScale=×4, Params.=1.41M, FLOPs(G)=54.74, Time(ms)=28.92026.03 | 32.389 | 92.35 | |
| HLFSR-SSRScale=×4, Params.=13.87M, FLOPs(G)=182.93, Time(ms)=32.72026.03 | 32.285 | 94.56 | |
| LFTScale=×4, Params.=1.16M, FLOPs(G)=57.60, Time(ms)=95.22026.03 | 32.268 | 94.45 | |
| DistgSSRScale=×4, Params.=3.58M, FLOPs(G)=65.41, Time(ms)=25.02026.03 | 32.116 | 94.39 | |
| LF-IINetScale=×4, Params.=4.89M, FLOPs(G)=57.42, Time(ms)=20.82026.03 | 32.06 | 94.29 | |
| DPTScale=×4, Params.=3.78M, FLOPs(G)=66.55, Time(ms)=99.72026.03 | 31.932 | 94.14 | |
| MEG-NetScale=×4, Params.=1.77M, FLOPs(G)=102.20, Time(ms)=32.42026.03 | 31.717 | 93.99 | |
| LF-ATOScale=×4, Params.=1.66M, FLOPs(G)=686.99, Time(ms)=88.72026.03 | 31.542 | 93.73 | |
| LFSSRScale=×4, Params.=1.61M, FLOPs(G)=128.44, Time(ms)=37.72026.03 | 31.517 | 93.7 |