Super-Resolution on B100 x3 (PSNR, SSIM)
29.2PSNRSwinIR-light
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SwinIR-lightBit=322024.06 | 29.2 | 80.82 | |
| SMFANetSource=ECCV24, # Params=191K2026.05 | 29.16 | 80.65 | |
| EchoSR-liteSource=Ours, # Params=250K2026.05 | 29.15 | 80.66 | |
| ShuffleMixerScale=x3, Params=415K, FLOPs=43G2022.05 | 29.12 | 80.51 | |
| ShuffleMixerSource=NIPS22, # Params=415K2026.05 | 29.12 | 80.51 | |
| LAPAR-AScale=x3, Params=594K, FLOPs=114G2022.05 | 29.11 | 80.54 | |
| DDistill-SRSource=TMM23, # Params=414K2026.05 | 29.11 | 80.53 | |
| SMSRScale=x3, Params=993K, FLOPs=68G2022.05 | 29.1 | 80.5 | |
| EDSR-baselineScale=x3, Params=1,555K, FLOPs=160G2022.05 | 29.09 | 80.52 | |
| IMDNScale=x3, Params=703K, FLOPs=72G2022.05 | 29.09 | 80.46 | |
| SAFMNSource=ICCV23, # Params=233K2026.05 | 29.08 | 80.48 | |
| SRConv-TSource=IJCV25, # Params=387K2026.05 | 29.08 | 80.47 | |
| CARNScale=x3, Params=1,592K, FLOPs=119G2022.05 | 29.06 | 80.34 | |
| ShuffleMixer-TinyScale=x3, Params=114K, FLOPs=12G2022.05 | 28.94 | 80.09 | |
| CARN-MScale=x3, Params=412K, FLOPs=46G2022.05 | 28.91 | 80 | |
| LAPAR-CScale=x3, Params=99K, FLOPs=28G2022.05 | 28.9 | 79.98 | |
| 2DQuantBit=42024.06 | 28.89 | 79.88 | |
| VDSRScale=x3, Params=665K, FLOPs=613G2022.05 | 28.82 | 79.76 | |
| DRCNScale=x3, Params=1,774K, FLOPs=17,974G2022.05 | 28.8 | 79.63 | |
| DOBIBit=42024.06 | 28.72 | 79.7 | |
| FSRCNNScale=x3, Params=12K, FLOPs=5G2022.05 | 28.53 | 79.1 | |
| DBDC+PacBit=42024.06 | 28.51 | 78.69 | |
| 2DQuantBit=32024.06 | 28.5 | 78.73 | |
| PercentileBit=42024.06 | 28.49 | 78.99 | |
| SRCNNScale=x3, Params=57K, FLOPs=53G2022.05 | 28.41 | 78.63 | |
| DOBIBit=32024.06 | 28.27 | 78.2 | |
| 2DQuantBit=22024.06 | 27.85 | 76.79 | |
| PercentileBit=32024.06 | 27.23 | 71.83 | |
| MinMaxBit=42024.06 | 27.19 | 72.57 | |
| DBDC+PacBit=22024.06 | 27.05 | 71.36 | |
| DBDC+PacBit=32024.06 | 26.99 | 69.37 | |
| BicubicBit=322024.06 | 26.78 | 71.87 | |
| DOBIBit=22024.06 | 26.69 | 66.43 | |
| MinMaxBit=22024.06 | 24.42 | 49.73 | |
| PercentileBit=22024.06 | 23.77 | 47.51 | |
| MinMaxBit=32024.06 | 22.46 | 41.82 |