Lightweight Image Super-Resolution on B100 (PSNR, SSIM)
32.34PSNRMambaIR-Small
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MambaIR-SmallScale=x2, Params=1,363K, MACS=567.5G2024.12 | 32.34 | 0.9017 | |
| MaIR-SmallScale=x2, Params=1,355K, MACS=542.0G2024.12 | 32.34 | 0.9016 | |
| SwinIRScale=x2, Params=910K, MACS=122.2G2024.12 | 32.31 | 0.9012 | |
| MambaIR-TinyScale=x2, Params=905K, MACS=167.1G2024.12 | 32.31 | 0.9013 | |
| MaIR-TinyScale=x2, Params=878K, MACS=207.8G2024.12 | 32.31 | 0.9013 | |
| LatticeNetScale=x2, Params=756K, MACS=169.5G2024.12 | 32.25 | 0.9005 | |
| IMDNScale=x2, Params=694K, MACS=158.8G2024.12 | 32.19 | 0.8996 | |
| LAPAR-AScale=x2, Params=548K, MACS=171.0G2024.12 | 32.19 | 0.8999 | |
| CARNScale=x2, Params=1,592K, MACS=222.8G2024.12 | 32.09 | 0.8978 | |
| MambaIR-SmallScale=x3, Params=1,371K, MACS=252.7G2024.12 | 29.29 | 0.8099 | |
| MaIR-SmallScale=x3, Params=1,363K, MACS=241.4G2024.12 | 29.29 | 0.8103 | |
| MaIR-TinyScale=x3, Params=886K, MACS=93.0G2024.12 | 29.25 | 0.8088 | |
| MambaIR-TinyScale=x3, Params=913K, MACS=74.5G2024.12 | 29.23 | 0.8084 | |
| SwinIRScale=x3, Params=918K, MACS=55.4G2024.12 | 29.2 | 0.8082 | |
| LatticeNetScale=x3, Params=765K, MACS=76.3G2024.12 | 29.15 | 0.8059 | |
| LAPAR-AScale=x3, Params=544K, MACS=144.0G2024.12 | 29.11 | 0.8054 | |
| IMDNScale=x3, Params=703K, MACS=71.5G2024.12 | 29.09 | 0.8046 | |
| CARNScale=x3, Params=1,592K, MACS=111.8G2024.12 | 29.06 | 0.8034 | |
| MaIR-SmallScale=x4, Params=1,374K, MACS=136.6G2024.12 | 27.77 | 0.7431 | |
| MambaIR-SmallScale=x4, Params=1,383K, MACS=143.0G2024.12 | 27.75 | 0.7423 | |
| MaIR-TinyScale=x4, Params=897K, MACS=53.1G2024.12 | 27.71 | 0.7414 | |
| SwinIRScale=x4, Params=930K, MACS=31.8G2024.12 | 27.69 | 0.7406 | |
| MambaIR-TinyScale=x4, Params=924K, MACS=42.3G2024.12 | 27.68 | 0.74 | |
| LatticeNetScale=x4, Params=777K, MACS=43.6G2024.12 | 27.62 | 0.7367 | |
| LAPAR-AScale=x4, Params=659K, MACS=94.0G2024.12 | 27.61 | 0.7366 | |
| CARNScale=x4, Params=1,592K, MACS=90.9G2024.12 | 27.58 | 0.7349 | |
| IMDNScale=x4, Params=715K, MACS=40.9G2024.12 | 27.56 | 0.7353 |