Image Super-Resolution on RealSet65
70.958MUSIQ ScoreTSD-SR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TSD-SRModel class=Diffusion model, used T2I prior, NFE=12025.03 | 70.958 | 0.7263 | |
| TSD-SRT2I prior=yes, > 450M params, NFE=12025.03 | 70.958 | 0.7263 | |
| FluxSRModel class=Diffusion model, used T2I prior, NFE=12025.03 | 70.75 | — | |
| CCSRModel class=Diffusion model, used T2I prior, NFE=12025.03 | 70.731 | 0.715 | |
| D^3SRModel class=Diffusion model, used T2I prior, NFE=12025.03 | 70.25 | 0.5481 | |
| PiSA-SRModel class=Diffusion model, used T2I prior, NFE=12025.03 | 70.208 | 0.7062 | |
| PiSA-SRT2I prior=yes, > 450M params, NFE=12025.03 | 70.208 | 0.7062 | |
| AdcSRModel class=Diffusion model, used T2I prior, NFE=12025.03 | 69.185 | 0.7044 | |
| AdcSRT2I prior=yes, > 450M params, NFE=12025.03 | 69.185 | 0.7044 | |
| RSDModel class=Diffusion model, no T2I prior, NFE=12025.03 | 69.172 | 0.7267 | |
| RSD (Ours)T2I prior=no, < 180M params, NFE=12025.03 | 69.172 | 0.7267 | |
| OSEDiffModel class=Diffusion model, used T2I prior, NFE=12025.03 | 68.853 | 0.6836 | |
| OSEDiffT2I prior=yes, > 450M params, NFE=12025.03 | 68.853 | 0.6836 | |
| RSD (distill only)Model class=Diffusion model, no T2I prior, NFE=12025.03 | 68.383 | 0.7534 | |
| RSD (Ours, distill only)T2I prior=no, < 180M params, NFE=12025.03 | 68.383 | 0.7534 | |
| InvSRModel class=Diffusion model, used T2I prior, NFE=12025.03 | 67.77 | 0.699 | |
| CTMSRModel class=Diffusion model, no T2I prior, NFE=12025.03 | 67.173 | 0.6893 | |
| CTMSRT2I prior=no, < 180M params, NFE=12025.03 | 67.173 | 0.6893 | |
| ResShift-VSDModel class=Diffusion model, no T2I prior, NFE=12025.03 | 66.701 | 0.7606 | |
| ResShift-VSD (Appendix A.1)T2I prior=no, < 180M params, NFE=12025.03 | 66.701 | 0.7606 | |
| SUPIRModel class=Diffusion model, used T2I prior, NFE=502025.03 | 66.46 | 0.6133 | |
| SUPIRT2I prior=yes, > 450M params, NFE=502025.03 | 66.46 | 0.6133 | |
| BSRGANModel class=GANs, NFE=12025.03 | 65.582 | 0.6163 | |
| SwinIRModel class=Transformer, NFE=12025.03 | 63.822 | 0.5782 | |
| Real-ESRGANModel class=GANs, NFE=12025.03 | 63.22 | 0.5995 | |
| SinSRModel class=Diffusion model, no T2I prior, NFE=12025.03 | 62.169 | 0.715 | |
| SinSRT2I prior=no, < 180M params, NFE=12025.03 | 62.169 | 0.715 | |
| ResShiftModel class=Diffusion model, no T2I prior, NFE=152025.03 | 61.33 | 0.6537 | |
| ResShiftT2I prior=no, < 180M params, NFE=152025.03 | 61.33 | 0.6537 | |
| SinSR (distill only)Model class=Diffusion model, no T2I prior, NFE=12025.03 | 61.267 | 0.6822 | |
| SinSR (distill only)T2I prior=no, < 180M params, NFE=12025.03 | 61.267 | 0.6822 |