Lightweight Image Super-Resolution on Manga109 (PSNR, SSIM)
39.32PSNRMaIR-Small
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MaIR-SmallScale=x2, Params=1,355K, MACS=542.0G2024.12 | 39.32 | 97.79 | |
| MambaIR-SmallScale=x2, Params=1,363K, MACS=567.5G2024.12 | 39.31 | 97.79 | |
| MaIR-TinyScale=x2, Params=878K, MACS=207.8G2024.12 | 39.22 | 97.78 | |
| MambaIR-TinyScale=x2, Params=905K, MACS=167.1G2024.12 | 39.2 | 97.82 | |
| SwinIRScale=x2, Params=910K, MACS=122.2G2024.12 | 39.12 | 97.83 | |
| IMDNScale=x2, Params=694K, MACS=158.8G2024.12 | 38.88 | 97.74 | |
| LAPAR-AScale=x2, Params=548K, MACS=171.0G2024.12 | 38.67 | 97.72 | |
| CARNScale=x2, Params=1,592K, MACS=222.8G2024.12 | 38.36 | 97.65 | |
| MaIR-SmallScale=x3, Params=1,363K, MACS=241.4G2024.12 | 34.46 | 94.97 | |
| MambaIR-SmallScale=x3, Params=1,371K, MACS=252.7G2024.12 | 34.39 | 94.95 | |
| MaIR-TinyScale=x3, Params=886K, MACS=93.0G2024.12 | 34.21 | 94.84 | |
| MambaIR-TinyScale=x3, Params=913K, MACS=74.5G2024.12 | 34.12 | 94.79 | |
| SwinIRScale=x3, Params=918K, MACS=55.4G2024.12 | 33.98 | 94.78 | |
| IMDNScale=x3, Params=703K, MACS=71.5G2024.12 | 33.61 | 94.45 | |
| LAPAR-AScale=x3, Params=544K, MACS=144.0G2024.12 | 33.51 | 94.41 | |
| CARNScale=x3, Params=1,592K, MACS=111.8G2024.12 | 33.5 | 94.4 | |
| MaIR-SmallScale=x4, Params=1,374K, MACS=136.6G2024.12 | 31.34 | 91.83 | |
| MambaIR-SmallScale=x4, Params=1,383K, MACS=143.0G2024.12 | 31.26 | 91.75 | |
| MaIR-TinyScale=x4, Params=897K, MACS=53.1G2024.12 | 31.13 | 91.61 | |
| MambaIR-TinyScale=x4, Params=924K, MACS=42.3G2024.12 | 30.94 | 91.35 | |
| SwinIRScale=x4, Params=930K, MACS=31.8G2024.12 | 30.92 | 91.51 | |
| CARNScale=x4, Params=1,592K, MACS=90.9G2024.12 | 30.47 | 90.84 | |
| IMDNScale=x4, Params=715K, MACS=40.9G2024.12 | 30.45 | 90.75 | |
| LAPAR-AScale=x4, Params=659K, MACS=94.0G2024.12 | 30.42 | 90.74 |