Image Super Resolution
Benchmark List
All benchmarks related to this task
b100-3x-upscaling
Best model: ML-CrAIST
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bsd100-16x-upscaling
Best model: ABPN
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bsd100-2x-upscaling
Best model: WaveMixSR-V2
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bsd100-3x-upscaling
Best model: HAT
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bsd100-4x-upscaling
Best model: Config (e)
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bsd100-8x-upscaling
Best model: DRLN+
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bsds100-2x-upscaling
Best model: DBPN-RES-MR64-3
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bsds100-4x-upscaling
Best model: DBPN-RES-MR64-3
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bsds100-8x-upscaling
Best model: DBPN-RES-MR64-3
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celeb-hq-4x-upscaling
Best model: Edge-informed SR
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celeba-hq-128x128
Best model: IDM
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chikusei-dataset
Best model: DIP-HyperKite (ours)
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div2k-val-16x-upscaling
Best model: ABPN
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div2k-val-4x-upscaling
Best model: AESOP
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div8k-test-16x-upscaling
Best model: RFB-ESRGAN
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div8k-val-16x-upscaling
Best model: Ours w/o cycle-loss
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epfl-nir-vis
Best model: RAMS (ours)
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ffhq-256-x-256-4x-upscaling
Best model: HiFaceGAN
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ffhq-512-x-512-4x-upscaling
Best model: HiFaceGAN
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general100-4x-upscaling
Best model: SROOE
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general100-8x-upscaling
Best model: FxSR-PD t=0.8
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imagenet
Best model: DAVI
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ixi-dataset
Best model: EDSR+MMHCA
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kitti-2012-4x-upscaling
Best model: PASSRnet
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kitti-2015-4x-upscaling
Best model: PASSRnet
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manga109-16x-upscaling
Best model: ABPN
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manga109-2x-upscaling
Best model: DRCT-L
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manga109-3x-upscaling
Best model: HMA†
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manga109-4x-upscaling
Best model: SwinIR
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manga109-8x-upscaling
Best model: DBPN-RES-MR64-3
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middlebury-4x-upscaling
Best model: PASSRnet
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pirm-test
Best model: RankSRGAN
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set14
Best model: ATD
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set14-2x-upscaling
Best model: DRCT-L
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set14-3x-upscaling
Best model: DRLN+
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set14-4x-upscaling
Best model: DRCT-L
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set14-8x-upscaling
Best model: DBPN-RES-MR64-3
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set5-2x-upscaling
Best model: HAT-L
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set5-3x-upscaling
Best model: HMA†
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set5-8x-upscaling
Best model: DBPN-RES-MR64-3
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shipspotting
Best model: StableShip
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sun80-4x-upscaling
Best model: Extracter-rec
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urban100-16x-upscaling
Best model: ABPN
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urban100-3x-upscaling
Best model: DRLN+
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urban100-4x-upscaling
Best model: HMA†
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urban100-8x-upscaling
Best model: DRLN+
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usr-248-4x-upscaling
Best model: SRDRM-GAN
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vggface2-8x-upscaling
Best model: Full-GWAInet
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webface-8x-upscaling
Best model: GFRNet
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wlfw
Best model: ArcFace (0.4)
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2x-upscaling
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3x-upscaling
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4x-upscaling
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b100-2x-upscaling
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b100-4x-upscaling
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bsd200-2x-upscaling
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celeba
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cufed5-4x-upscaling
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div2k-val-8x-upscaling
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ffhq-1024-x-1024-4x-upscaling
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general-100-4x-upscaling
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kitti-2012-2x-upscaling
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kitti-2015-2x-upscaling
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middlebury-2x-upscaling
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set5-4x-upscaling
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set5-5x-upscaling
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set5-6x-upscaling
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urban100-2x-upscaling
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