Image Super-Resolution on BSDS100 x3 (PSNR, SSIM)
29.34PSNRESC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ESCscale=3×, #param=955K, MACs=267.6G2026.03 | 29.34 | 0.8118 | |
| UCAN-Lscale=3×, #param=893K, MACs=81.3G2026.03 | 29.34 | 0.8127 | |
| ATD-lightscale=3×, #param=760K, MACs=168.0G2026.03 | 29.32 | 0.8109 | |
| ASID-D8scale=3×, #param=739K, MACs=86.4G2026.03 | 29.32 | 0.8119 | |
| RCANscale=3×, #param=15629K, MACs=1586.1G2026.03 | 29.32 | 0.8111 | |
| UCANscale=3×, #param=696K, MACs=64.6G2026.03 | 29.32 | 0.8121 | |
| SwinFIR-TScale=x3, #Param. (K)=880, Flops (G)=94.02022.08 | 29.3 | 0.8106 | |
| EDT-TScale=x3, #Param. (K)=919, Flops (G)=103.02022.08 | 29.29 | 0.8103 | |
| HiT-SRFscale=3×, #param=855K, MACs=101.6G2026.03 | 29.29 | 0.8106 | |
| OmniSRscale=3×, #param=780K, MACs=88.4G2026.03 | 29.28 | 0.8094 | |
| SRFormer-lightscale=3x, #param=861K, MACS=105.4G2024.11 | 29.26 | 0.8099 | |
| MambaIRv2-lightscale=3x, #param=781K, MACS=126.7G2024.11 | 29.26 | 0.8098 | |
| SRFormer-lightscale=3×, #param=861K, MACs=105.4G2026.03 | 29.26 | 0.8099 | |
| MambaIRv2-lightscale=3×, #param=781K, MACs=126.7G2026.03 | 29.26 | 0.8098 | |
| RDNscale=3×, #param=22308K, MACs=2281.2G2026.03 | 29.26 | 0.8093 | |
| MambaIR-lightscale=3x, #param=913K, MACS=148.5G2024.11 | 29.23 | 0.8084 | |
| MambaIR-lightscale=3×, #param=913K, MACs=148.5G2026.03 | 29.23 | 0.8084 | |
| ELANscale=3x, #param=629K, MACS=90.1G2024.11 | 29.21 | 0.8081 | |
| SwinIRScale=x3, #Param. (K)=886, Flops (G)=93.22022.08 | 29.2 | 0.8082 | |
| SwinIR-lightscale=3x, #param=918K, MACS=111.2G2024.11 | 29.2 | 0.8082 | |
| LatticeNetScale=x3, #Param. (K)=765, Flops (G)=77.02022.08 | 29.15 | 0.8059 | |
| LatticeNetscale=3x, #param=765K, MACS=76.3G2024.11 | 29.15 | 0.8059 | |
| LAPARScale=x3, #Param. (K)=594, Flops (G)=114.442022.08 | 29.11 | 0.8054 | |
| CARNscale=3x, #param=1,592K, MACS=118.8G2024.11 | 29.06 | 0.8034 |