Super-Resolution on DIV2K bicubic downsampling (test)
27.3PSNRLIIF
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LIIFMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 27.3 | 0.2843 | 63.62 | 0.2179 | 0.3443 | 48.98 | 0.3953 | |
| CiaoSRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 27.2 | 0.2998 | 61.28 | 0.223 | 0.3589 | 50.03 | 0.4002 | |
| OPE-SRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 26.84 | 0.3257 | 60.85 | 0.2283 | 0.3226 | 45.61 | 0.3929 | |
| LMFMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 26.84 | 0.3195 | 60.57 | 0.2291 | 0.3259 | 46.75 | 0.3865 | |
| GaussianSRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 26.62 | 0.3373 | 61.8 | 0.238 | 0.3076 | 44.35 | 0.3904 | |
| CiaoSRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 23.55 | 0.3709 | 105.42 | 0.3153 | 0.2646 | 35.55 | 0.306 | |
| OPE-SRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 23.48 | 0.5239 | 102.3 | 0.3264 | 0.2337 | 27.74 | 0.3075 | |
| LMFMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 23.48 | 0.5166 | 103.98 | 0.3268 | 0.2314 | 28.95 | 0.2889 | |
| LIIFMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 23.44 | 0.4938 | 110.35 | 0.3234 | 0.2457 | 33.35 | 0.2995 | |
| SeeSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 23.33 | 0.2193 | 33.72 | 0.1763 | 0.4698 | 65.01 | 0.631 | |
| GaussianSRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 23.08 | 0.5609 | 102.2 | 0.343 | 0.1859 | 23.31 | 0.2724 | |
| CiaoSRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 22.97 | 0.5703 | 107.13 | 0.3577 | 0.2442 | 33.5 | 0.2821 | |
| OPE-SRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 22.79 | 0.6168 | 103.31 | 0.3652 | 0.2291 | 24.95 | 0.2888 | |
| LMFMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 22.79 | 0.6089 | 104.71 | 0.3658 | 0.2231 | 26.03 | 0.271 | |
| LIIFMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 22.75 | 0.5859 | 111.17 | 0.3604 | 0.2265 | 30.46 | 0.2744 | |
| FaithDiffMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 22.56 | 0.2199 | 32.54 | 0.1725 | 0.4474 | 65.74 | 0.6574 | |
| GaussianSRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 22.27 | 0.6628 | 104.21 | 0.3904 | 0.1986 | 19.32 | 0.2563 | |
| OmniScaleSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 22.1 | 0.2325 | 36.26 | 0.2004 | 0.5939 | 67.67 | 0.7476 | |
| IDMMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 22.06 | 0.4295 | 130.58 | 0.2995 | 0.2481 | 41.7 | 0.4392 | |
| StableSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 21.69 | 0.2624 | 53.26 | 0.2206 | 0.5586 | 67.63 | 0.6944 | |
| CiaoSRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 21.31 | 0.613 | 131.38 | 0.3863 | 0.215 | 30.4 | 0.2484 | |
| OPE-SRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 21.17 | 0.6678 | 125.8 | 0.3979 | 0.2221 | 22.8 | 0.2882 | |
| LMFMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 21.16 | 0.6588 | 128.65 | 0.398 | 0.2143 | 23.84 | 0.2678 | |
| LIIFMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 21.13 | 0.6356 | 135.89 | 0.3909 | 0.2118 | 28.08 | 0.2661 | |
| StableSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 21.03 | 0.3944 | 70.06 | 0.2713 | 0.4208 | 55.23 | 0.5255 | |
| CiaoSRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 21.02 | 0.6528 | 132.81 | 0.4069 | 0.2351 | 29.56 | 0.2828 | |
| OPE-SRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.89 | 0.6989 | 125.97 | 0.416 | 0.2352 | 21.42 | 0.3127 | |
| LMFMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.88 | 0.6899 | 128.74 | 0.4154 | 0.2262 | 22.62 | 0.2846 | |
| LIIFMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.86 | 0.6678 | 136.01 | 0.4072 | 0.2199 | 26.46 | 0.2794 | |
| StableSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.78 | 0.4501 | 64.51 | 0.2724 | 0.4598 | 54.02 | 0.5155 | |
| PASDMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.72 | 0.3098 | 52.46 | 0.229 | 0.5838 | 66.52 | 0.7035 | |
| GaussianSRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.68 | 0.716 | 127.76 | 0.4307 | 0.2077 | 17.66 | 0.2509 | |
| IDMMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.56 | 0.5222 | 171.6 | 0.3428 | 0.2525 | 45.35 | 0.2722 | |
| GaussianSRMethod Category=Non-Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.39 | 0.7454 | 128.51 | 0.4523 | 0.2288 | 16.57 | 0.2679 | |
| XPSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.25 | 0.3515 | 61.8 | 0.2509 | 0.5468 | 65.09 | 0.6818 | |
| OmniScaleSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.23 | 0.3605 | 50.29 | 0.2423 | 0.6162 | 67.81 | 0.7561 | |
| FaithDiffMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.15 | 0.3406 | 50.91 | 0.2302 | 0.452 | 66.04 | 0.6598 | |
| SeeSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 20.02 | 0.3676 | 54.51 | 0.2428 | 0.4812 | 65.4 | 0.6333 | |
| FaithDiffMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.58 | 0.4292 | 52.77 | 0.2472 | 0.4349 | 68.59 | 0.6407 | |
| OmniScaleSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.58 | 0.4469 | 66.56 | 0.2417 | 0.5591 | 70.73 | 0.7551 | |
| PASDMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.51 | 0.5113 | 78.43 | 0.2832 | 0.4933 | 61.97 | 0.6714 | |
| OmniScaleSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.51 | 0.4288 | 52.59 | 0.2439 | 0.5622 | 70.57 | 0.747 | |
| OmniScaleSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.51 | 0.4736 | 71.27 | 0.2519 | 0.5292 | 69.15 | 0.744 | |
| SeeSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.47 | 0.4414 | 54.79 | 0.2519 | 0.5268 | 69.05 | 0.712 | |
| StableSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.45 | 0.6066 | 113.42 | 0.3578 | 0.2576 | 37.05 | 0.3823 | |
| IDMMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.29 | 0.5705 | 209.52 | 0.3818 | 0.2838 | 47.57 | 0.2405 | |
| XPSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.22 | 0.4755 | 57.2 | 0.2636 | 0.5972 | 69.38 | 0.7769 | |
| PASDMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.2 | 0.4277 | 78.28 | 0.2745 | 0.4812 | 62.85 | 0.7333 | |
| IDMMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 19.12 | 0.3378 | 134.75 | 0.2822 | 0.4225 | 63.95 | 0.6388 | |
| IDMMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 18.99 | 0.6073 | 221.99 | 0.4237 | 0.3708 | 53.22 | 0.3027 | |
| XPSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 18.74 | 0.4379 | 81.88 | 0.2801 | 0.5262 | 66.06 | 0.6792 | |
| SeeSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 18.66 | 0.4592 | 67 | 0.2506 | 0.4234 | 67.54 | 0.6109 | |
| PASDMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 18.6 | 0.542 | 90.61 | 0.2918 | 0.4721 | 61.56 | 0.6271 | |
| XPSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 18.58 | 0.5147 | 71.64 | 0.2714 | 0.5915 | 69.17 | 0.7795 | |
| XPSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 18.41 | 0.541 | 78.53 | 0.2835 | 0.5781 | 68.03 | 0.7802 | |
| PASDMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 18.34 | 0.5905 | 95.31 | 0.3127 | 0.4597 | 59.22 | 0.6139 | |
| StableSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 17.52 | 0.544 | 101.11 | 0.3244 | 0.2728 | 42.69 | 0.4027 | |
| SeeSRMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 16.84 | 0.5066 | 72.54 | 0.2788 | 0.5058 | 66.85 | 0.6723 | |
| FaithDiffMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 16.65 | 0.4945 | 67.68 | 0.2596 | 0.353 | 64.27 | 0.5273 | |
| FaithDiffMethod Category=Diffusion-based, Training=fine-tuned under ASSR settings2025.12 | 16.4 | 0.5519 | 76.22 | 0.2786 | 0.3349 | 61.96 | 0.5112 |