Image Super-Resolution (x2) on Set14
34.2PSNRELAN
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ELANScale=x2, #Params (K)=8254, #FLOPs (G)=1965, Latency (ms)=12442022.03 | 34.2 | 0.9228 | |
| HANScale=x2, #Params (K)=63608, #FLOPs (G)=14551, Latency (ms)=22782022.03 | 34.16 | 0.9217 | |
| SwinIRScale=x2, #Params (K)=11752, #FLOPs (G)=2301, Latency (ms)=29132022.03 | 34.14 | 0.9227 | |
| LSM-lightLatency=611ms, # Params=763K, FLOPs=282G2026.06 | 34.14 | 0.9219 | |
| RCANScale=x2, #Params (K)=15445, #FLOPs (G)=3530, Latency (ms)=7432022.03 | 34.12 | 0.9216 | |
| ATD-lightLatency=914ms, # Params=753K, FLOPs=380G2026.06 | 34.1 | 0.9217 | |
| NLSAScale=x2, #Params (K)=41796, #FLOPs (G)=96322022.03 | 34.08 | 0.9231 | |
| SwinFIR-TScale=x2, #Param. (K)=872, Flops (G)=206.32022.08 | 34.08 | 0.9221 | |
| SANScale=x2, #Params (K)=15861, #FLOPs (G)=30502022.03 | 34.07 | 0.9213 | |
| IGNNScale=x2, #Params (K)=495132022.03 | 34.07 | 0.9217 | |
| RDNScale=x2, #Params (K)=22123, #FLOPs (G)=5098, Latency (ms)=8462022.03 | 34.01 | 0.9212 | |
| EDT-TScale=x2, #Param. (K)=917, Flops (G)=224.22022.08 | 33.99 | 0.9209 | |
| OISRScale=x2, #Params (K)=41910, #FLOPs (G)=96572022.03 | 33.94 | 0.9206 | |
| EDSRScale=x2, #Params (K)=40730, #FLOPs (G)=9387, Latency (ms)=11432022.03 | 33.92 | 0.9195 | |
| RNANScale=x2, #Params (K)=91072022.03 | 33.87 | 0.9207 | |
| SwinIRScale=x2, #Param. (K)=878, Flops (G)=205.52022.08 | 33.86 | 0.9206 | |
| SwinIR-lightBit=322024.06 | 33.86 | 0.9206 | |
| SRFBNScale=x2, #Params (K)=2140, #FLOPs (G)=5044, Latency (ms)=9202022.03 | 33.82 | 0.9196 | |
| LatticeNetScale=x2, #Param. (K)=756, Flops (G)=171.22022.08 | 33.78 | 0.9193 | |
| LAPARScale=x2, #Param. (K)=548, Flops (G)=171.52022.08 | 33.62 | 0.9183 | |
| 2DQuantBit=42024.06 | 33.41 | 0.9161 | |
| DOBIBit=42024.06 | 33.15 | 0.9132 | |
| PercentileBit=42024.06 | 32.96 | 0.9113 | |
| DBDC+PacBit=42024.06 | 32.86 | 0.9106 | |
| 2DQuantBit=32024.06 | 32.85 | 0.9106 | |
| EDSR†Bit=42024.06 | 32.75 | 0.904 | |
| DOBIBit=32024.06 | 32.33 | 0.9041 | |
| 2DQuantBit=22024.06 | 31.98 | 0.9012 | |
| DOBIBit=22024.06 | 31.72 | 0.8917 | |
| DBDC+PacBit=32024.06 | 31.52 | 0.8873 | |
| DBDC+PacBit=22024.06 | 31.12 | 0.8912 | |
| PercentileBit=32024.06 | 31.04 | 0.8646 | |
| MinMaxBit=22024.06 | 30.81 | 0.8748 | |
| MinMaxBit=42024.06 | 30.55 | 0.8512 | |
| BicubicBit=322024.06 | 29.25 | 0.8406 | |
| PercentileBit=22024.06 | 28.8 | 0.7616 | |
| MinMaxBit=32024.06 | 26.4 | 0.6478 |