Super-Resolution on B100 x4 (PSNR, SSIM)
27.69PSNRSwinIR-light
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SwinIR-lightBit=322024.06 | 27.69 | 0.7406 | |
| SMFANetSource=ECCV24, # Params=197K2026.05 | 27.64 | 0.7377 | |
| EchoSR-liteSource=Ours, # Params=257K2026.05 | 27.64 | 0.7381 | |
| LAPAR-AScale=x4, Params=659K, FLOPs=94G2022.05 | 27.61 | 0.7366 | |
| ShuffleMixerScale=x4, Params=411K, FLOPs=28G2022.05 | 27.61 | 0.7366 | |
| ShuffleMixerSource=NIPS22, # Params=411K2026.05 | 27.61 | 0.7366 | |
| CARNScale=x4, Params=1,592K, FLOPs=91G2022.05 | 27.58 | 0.7349 | |
| DDistill-SRSource=TMM23, # Params=434K2026.05 | 27.58 | 0.7365 | |
| SAFMNSource=ICCV23, # Params=240K2026.05 | 27.58 | 0.7359 | |
| EDSR-baselineScale=x4, Params=1,518K, FLOPs=114G2022.05 | 27.57 | 0.7357 | |
| SRConv-TSource=IJCV25, # Params=382K2026.05 | 27.57 | 0.7359 | |
| IMDNScale=x4, Params=715K, FLOPs=41G2022.05 | 27.56 | 0.7353 | |
| SMSRScale=x4, Params=1006K, FLOPs=42G2022.05 | 27.55 | 0.7351 | |
| ECBSR-M16C64Scale=x4, Params=603K, FLOPs=35G2022.05 | 27.48 | 0.7393 | |
| ShuffleMixer-TinyScale=x4, Params=113K, FLOPs=8G2022.05 | 27.45 | 0.7313 | |
| CARN-MScale=x4, Params=412K, FLOPs=33G2022.05 | 27.44 | 0.7304 | |
| LAPAR-CScale=x4, Params=115K, FLOPs=25G2022.05 | 27.4 | 0.7292 | |
| 2DQuantBit=42024.06 | 27.37 | 0.7278 | |
| LapSRNScale=x4, Params=813K, FLOPs=149G2022.05 | 27.32 | 0.728 | |
| VDSRScale=x4, Params=665K, FLOPs=613G2022.05 | 27.29 | 0.7251 | |
| DRCNScale=x4, Params=1,774K, FLOPs=17,974G2022.05 | 27.23 | 0.7233 | |
| DOBIBit=42024.06 | 27.18 | 0.7237 | |
| EDSR†Bit=42024.06 | 27.09 | 0.714 | |
| 2DQuantBit=32024.06 | 26.99 | 0.7126 | |
| FSRCNNScale=x4, Params=12K, FLOPs=5G2022.05 | 26.98 | 0.715 | |
| DBDC+PacBit=42024.06 | 26.97 | 0.7104 | |
| PercentileBit=42024.06 | 26.96 | 0.7151 | |
| SRCNNScale=x4, Params=57K, FLOPs=53G2022.05 | 26.9 | 0.7101 | |
| ESPCNScale=x4, Params=25K, FLOPs=1G2022.05 | 26.87 | 0.7216 | |
| 2DQuantBit=22024.06 | 26.46 | 0.6927 | |
| DOBIBit=32024.06 | 26.24 | 0.6735 | |
| DOBIBit=22024.06 | 25.97 | 0.6319 | |
| DBDC+PacBit=32024.06 | 25.65 | 0.6239 | |
| BicubicBit=322024.06 | 25.54 | 0.6466 | |
| MinMaxBit=42024.06 | 25.1 | 0.6061 | |
| PercentileBit=32024.06 | 24.45 | 0.5333 | |
| DBDC+PacBit=22024.06 | 23.64 | 0.4544 | |
| MinMaxBit=22024.06 | 22.7 | 0.3943 | |
| PercentileBit=22024.06 | 21.83 | 0.3816 | |
| MinMaxBit=32024.06 | 18.79 | 0.2434 |