Image Restoration on RealSet80 (test)
3.3999NIQEStableSR
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| StableSRRuntime=3731ms, Sampling Steps=502026.02 | 3.3999 | 3.0314 | 3.8516 | 0.7399 | 67.58 | 4.087 | 3.8787 | |
| DreamClearRuntime=6892ms, Sampling Steps=50, hardware=3 A100 GPUs2026.02 | 3.7257 | 3.4157 | 3.9628 | 0.7242 | 67.22 | 4.1206 | 3.9429 | |
| OSEDiffRuntime=103ms, Sampling Steps=12026.02 | 3.9763 | 3.6894 | 4.1298 | 0.7037 | 69.19 | 4.3057 | 4.0916 | |
| AdcSRRuntime=33ms, Sampling Steps=12026.02 | 4.0005 | 3.5688 | 4.2313 | 0.7079 | 69.73 | 4.2298 | 4.053 | |
| InvSRRuntime=115ms, Sampling Steps=12026.02 | 4.0266 | 3.4524 | 4.2906 | 0.7271 | 69.79 | 4.3014 | 4.0045 | |
| GenDR-PixRuntime=32ms2026.02 | 4.101 | 3.6709 | 4.3078 | 0.719 | 69.92 | 4.2891 | 4.0747 | |
| Real-ESRGANRuntime=36ms2026.02 | 4.1517 | 3.8843 | 3.7392 | 0.619 | 64.49 | 4.1696 | 3.8906 | |
| SeeSRRuntime=6359ms, Sampling Steps=502026.02 | 4.3749 | 3.7454 | 4.2797 | 0.7124 | 69.74 | 4.3056 | 4.0728 | |
| BSRGANRuntime=36ms2026.02 | 4.4428 | 4.0276 | 3.8449 | 0.6262 | 66.63 | 4.1207 | 3.8825 | |
| Real-HATGANRuntime=116ms2026.02 | 4.4705 | 3.8843 | 3.4927 | 0.5502 | 63.21 | 4.1077 | 3.8444 | |
| DiffBIRRuntime=6213ms, Sampling Steps=502026.02 | 5.1389 | 3.9544 | 4.0472 | 0.7404 | 68.72 | 4.3206 | 4.0668 | |
| SinSRRuntime=120ms, Sampling Steps=12026.02 | 5.6103 | 4.2697 | 3.5957 | 0.6634 | 63.79 | 4.0954 | 3.9713 |