Super-Resolution on B100 x2 (PSNR, SSIM)
32.39PSNRATD-light
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ATD-lightLatency=914ms, # Params=753K, FLOPs=380G2026.06 | 32.39 | 0.9023 | |
| LSM-lightLatency=611ms, # Params=763K, FLOPs=282G2026.06 | 32.39 | 0.9023 | |
| SwinIR-lightBit=322024.06 | 32.31 | 0.9012 | |
| EchoSR-liteSource=Ours, # Params=245K2026.05 | 32.23 | 0.9003 | |
| SMFANetSource=ECCV24, # Params=186K2026.05 | 32.22 | 0.9002 | |
| IMDNScale=x2, Params=694K, FLOPs=161G2022.05 | 32.19 | 0.8996 | |
| LAPAR-AScale=x2, Params=548K, FLOPs=171G2022.05 | 32.19 | 0.8999 | |
| DDistill-SRSource=TMM23, # Params=414K2026.05 | 32.19 | 0.9 | |
| SMSRScale=x2, Params=985K, FLOPs=132G2022.05 | 32.17 | 0.899 | |
| ShuffleMixerScale=x2, Params=394K, FLOPs=91G2022.05 | 32.17 | 0.8995 | |
| ShuffleMixerSource=NIPS22, # Params=394K2026.05 | 32.17 | 0.8995 | |
| EDSR-baselineScale=x2, Params=1,370K, FLOPs=316G2022.05 | 32.16 | 0.8994 | |
| SAFMNSource=ICCV23, # Params=228K2026.05 | 32.16 | 0.8995 | |
| SRConv-TSource=IJCV25, # Params=387K2026.05 | 32.16 | 0.8995 | |
| FALSR-AScale=x2, Params=1021K, FLOPs=235G2022.05 | 32.12 | 0.8987 | |
| ECBSR-M16C64Scale=x2, Params=596K, FLOPs=137G2022.05 | 32.1 | 0.9018 | |
| CARNScale=x2, Params=1,592K, FLOPs=223G2022.05 | 32.09 | 0.8978 | |
| 2DQuantBit=42024.06 | 32.02 | 0.8971 | |
| ShuffleMixer-TinyScale=x2, Params=108K, FLOPs=25G2022.05 | 31.99 | 0.8972 | |
| LAPAR-CScale=x2, Params=87K, FLOPs=35G2022.05 | 31.95 | 0.8969 | |
| CARN-MScale=x2, Params=412K, FLOPs=91G2022.05 | 31.92 | 0.896 | |
| VDSRScale=x2, Params=665K, FLOPs=613G2022.05 | 31.9 | 0.896 | |
| DRCNScale=x2, Params=1,774K, FLOPs=17,974G2022.05 | 31.85 | 0.8942 | |
| LapSRNScale=x2, Params=813K, FLOPs=80G2022.05 | 31.8 | 0.895 | |
| DOBIBit=42024.06 | 31.75 | 0.8937 | |
| PercentileBit=42024.06 | 31.61 | 0.8917 | |
| 2DQuantBit=32024.06 | 31.6 | 0.8911 | |
| DBDC+PacBit=42024.06 | 31.56 | 0.8908 | |
| FSRCNNScale=x2, Params=12K, FLOPs=6G2022.05 | 31.53 | 0.892 | |
| EDSR†Bit=42024.06 | 31.48 | 0.884 | |
| SRCNNScale=x2, Params=57K, FLOPs=53G2022.05 | 31.36 | 0.8879 | |
| ESPCNScale=x2, Params=21K, FLOPs=5G2022.05 | 31.29 | 0.8917 | |
| DOBIBit=32024.06 | 31.12 | 0.8836 | |
| 2DQuantBit=22024.06 | 30.91 | 0.881 | |
| DOBIBit=22024.06 | 30.62 | 0.8699 | |
| DBDC+PacBit=32024.06 | 30.47 | 0.8665 | |
| DBDC+PacBit=22024.06 | 30.27 | 0.8706 | |
| MinMaxBit=22024.06 | 29.99 | 0.8535 | |
| PercentileBit=32024.06 | 29.82 | 0.8339 | |
| MinMaxBit=42024.06 | 29.72 | 0.8409 | |
| BicubicBit=322024.06 | 28.68 | 0.8104 | |
| PercentileBit=22024.06 | 27.95 | 0.7232 | |
| MinMaxBit=32024.06 | 25.83 | 0.6225 |