Image Super-Resolution on Generic 512x512 (test)
174Params (M)ResShift
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ResShiftSampling strategy=Multi-step, Model conditioning=Vision-only, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 174 | 0.534 | |
| SinSRSampling strategy=One-step, Model conditioning=Vision-only, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 174 | 0.116 | |
| VOSR-0.5B-msSampling strategy=Multi-step, Model conditioning=Vision-only, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 619.4 | 1.226 | |
| VOSR-0.5B-osSampling strategy=One-step, Model conditioning=Vision-only, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 620.7 | 0.094 | |
| PiSA-SRSampling strategy=One-step, Model conditioning=T2I-based, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 1,290 | 0.091 | |
| StableSRSampling strategy=Multi-step, Model conditioning=T2I-based, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 1,540 | 10.036 | |
| PASDSampling strategy=Multi-step, Model conditioning=T2I-based, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 1,680 | 2.751 | |
| VOSR-1.4B-msSampling strategy=Multi-step, Model conditioning=Vision-only, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 1,742.9 | 2.114 | |
| VOSR-1.4B-osSampling strategy=One-step, Model conditioning=Vision-only, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 1,745.7 | 0.095 | |
| OSEDiffSampling strategy=One-step, Model conditioning=T2I-based, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 1,760 | 0.104 | |
| SeeSRSampling strategy=Multi-step, Model conditioning=T2I-based, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 2,510 | 3.943 | |
| DiT4SRSampling strategy=Multi-step, Model conditioning=T2I-based, Hardware=A100 GPU, Batch size=1, Precision=FP162026.04 | 21,380 | 12.55 |