task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
10-shot image generation > Image Restoration > JPEG Artifact Correction | LIVE1 (Quality 20 Grayscale) | DPW-SDNet | http://arxiv.org/abs/1805.10558v1 | PSNR-B | 31.60 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | LIVE1 (Quality 20 Grayscale) | DPW-SDNet | http://arxiv.org/abs/1805.10558v1 | SSIM | 0.8891 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | LIVE1 (Quality 20 Grayscale) | DnCNN-3 | http://arxiv.org/abs/1608.03981v1 | PSNR | 31.59 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | LIVE1 (Quality 20 Grayscale) | ARCNN | http://arxiv.org/abs/1504.06993v1 | PSNR | 31.29 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | LIVE1 (Quality 20 Grayscale) | ARCNN | http://arxiv.org/abs/1504.06993v1 | PSNR-B | 31.37 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | LIVE1 (Quality 20 Grayscale) | ARCNN | http://arxiv.org/abs/1504.06993v1 | SSIM | 0.8891 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | BSDS500 (Quality 30 Color) | FBCNN | https://arxiv.org/abs/2109.14573v1 | PSNR | 31.45 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | BSDS500 (Quality 30 Color) | FBCNN | https://arxiv.org/abs/2109.14573v1 | PSNR-B | 30.72 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | BSDS500 (Quality 30 Color) | FBCNN | https://arxiv.org/abs/2109.14573v1 | SSIM | 0.897 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | BSDS500 (Quality 30 Color) | QGAC | https://arxiv.org/abs/2004.09320v2 | PSNR | 31.15 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | BSDS500 (Quality 30 Color) | QGAC | https://arxiv.org/abs/2004.09320v2 | PSNR-B | 30.37 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | BSDS500 (Quality 30 Color) | QGAC | https://arxiv.org/abs/2004.09320v2 | SSIM | 0.903 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | BSD500 (Quality 10 Color) | Hi-IR | https://arxiv.org/abs/2411.18588v1 | PSNR | 28.35 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | BSD500 (Quality 10 Color) | Hi-IR | https://arxiv.org/abs/2411.18588v1 | SSIM | 0.8092 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 80 Grayscale) | HyperRes | https://arxiv.org/abs/2206.05970v3 | PSNR | 38.09 |
10-shot image generation > Image Restoration > JPEG Artifact Correction | Live1 (Quality 80 Grayscale) | HyperRes | https://arxiv.org/abs/2206.05970v3 | SSIM | 0.97 |
10-shot image generation > Image Restoration > Unified Image Restoration | GoPro | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | Average PSNR (dB) | 28.68 |
10-shot image generation > Image Restoration > Unified Image Restoration | Rain100L | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | Average PSNR (dB) | 38.36 |
10-shot image generation > Image Restoration > Unified Image Restoration | LOL | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | Average PSNR (dB) | 23.25 |
10-shot image generation > Image Restoration > Unified Image Restoration | RESIDE | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | Average PSNR (dB) | 31.26 |
10-shot image generation > Image Restoration > Unified Image Restoration | BSD68 sigma25 | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | Average PSNR (dB) | 31.23 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | ABAIR | https://arxiv.org/abs/2411.18412v1 | Average PSNR | 31.25 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | ABAIR | https://arxiv.org/abs/2411.18412v1 | SSIM | 0.921 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | MoCE-IR | https://arxiv.org/abs/2411.18466v1 | Average PSNR | 30.58 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | MoCE-IR | https://arxiv.org/abs/2411.18466v1 | SSIM | 0.919 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | Average PSNR | 30.40 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | SSIM | 0.911 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | LPIPS | 0.064 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | HAIR | https://arxiv.org/abs/2408.08091v4 | Average PSNR | 30.37 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | HAIR | https://arxiv.org/abs/2408.08091v4 | SSIM | 0.914 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | DaAIR | https://arxiv.org/abs/2405.15475v2 | Average PSNR | 30.24 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | DaAIR | https://arxiv.org/abs/2405.15475v2 | SSIM | 0.910 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | AdaIR | https://arxiv.org/abs/2403.14614v1 | Average PSNR | 30.20 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | AdaIR | https://arxiv.org/abs/2403.14614v1 | SSIM | 0.910 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | AnyIR | https://arxiv.org/abs/2407.13372v2 | Average PSNR | 29.65 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | AnyIR | https://arxiv.org/abs/2407.13372v2 | SSIM | 0.901 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | IDR | http://openaccess.thecvf.com//content/CVPR2023/html/Zhang_Ingredient-Oriented_Multi-Degradation_Learning_for_Image_Restoration_CVPR_2023_paper.html | Average PSNR | 28.34 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | IDR | http://openaccess.thecvf.com//content/CVPR2023/html/Zhang_Ingredient-Oriented_Multi-Degradation_Learning_for_Image_Restoration_CVPR_2023_paper.html | SSIM | 0.893 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | AirNet | http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html | Average PSNR | 25.49 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 5-Degradations | AirNet | http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html | SSIM | 0.846 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | ABAIR | https://arxiv.org/abs/2411.18412v1 | Average PSNR | 33.21 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | ABAIR | https://arxiv.org/abs/2411.18412v1 | SSIM | 0.919 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | MoCE-IR | https://arxiv.org/abs/2411.18466v1 | Average PSNR | 32.73 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | MoCE-IR | https://arxiv.org/abs/2411.18466v1 | SSIM | 0.917 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | HAIR | https://arxiv.org/abs/2408.08091v4 | Average PSNR | 32.70 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | HAIR | https://arxiv.org/abs/2408.08091v4 | SSIM | 0.919 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | AdaIR | https://arxiv.org/abs/2403.14614v1 | Average PSNR | 32.69 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | AdaIR | https://arxiv.org/abs/2403.14614v1 | SSIM | 0.918 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | Average PSNR | 32.60 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | SSIM | 0.917 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | RAM | https://arxiv.org/abs/2407.13372v2 | Average PSNR | 32.51 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | RAM | https://arxiv.org/abs/2407.13372v2 | SSIM | 0.916 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | PromptIR | https://arxiv.org/abs/2306.13090v1 | Average PSNR | 32.06 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | PromptIR | https://arxiv.org/abs/2306.13090v1 | SSIM | 0.913 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | U-WADN | https://arxiv.org/abs/2401.13221v1 | Average PSNR | 31.47 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | U-WADN | https://arxiv.org/abs/2401.13221v1 | SSIM | 0.910 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | AirNet | http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html | Average PSNR | 31.20 |
10-shot image generation > Image Restoration > Unified Image Restoration > Blind All-in-One Image Restoration | 3-Degradations | AirNet | http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html | SSIM | 0.910 |
10-shot image generation > Image Restoration > Single Image Desnowing | CSD | Instruct-IPT | https://arxiv.org/abs/2407.00676v2 | Average PSNR (dB) | 40.12 |
10-shot image generation > Image Restoration > Single Image Desnowing | CSD | SnowFormer | https://arxiv.org/abs/2208.09703v3 | Average PSNR (dB) | 39.45 |
10-shot image generation > Image Restoration > Single Image Desnowing | CSD | Restormer | https://arxiv.org/abs/2111.09881v2 | Average PSNR (dB) | 35.43 |
10-shot image generation > Image Restoration > Single Image Desnowing | CSD | NAFNet | https://arxiv.org/abs/2204.04676v4 | Average PSNR (dB) | 35.13 |
10-shot image generation > Image Restoration > Single Image Desnowing | CSD | UFormer | https://arxiv.org/abs/2106.03106v2 | Average PSNR (dB) | 33.80 |
10-shot image generation > Image Restoration > Single Image Desnowing | CSD | HDCW-Net | http://openaccess.thecvf.com//content/ICCV2021/html/Chen_ALL_Snow_Removed_Single_Image_Desnowing_Algorithm_Using_Hierarchical_Dual-Tree_ICCV_2021_paper.html | Average PSNR (dB) | 29.06 |
10-shot image generation > Image Restoration > 5-Degradation Blind All-in-One Image Restoration | 5-Degradation Blind All-in-One Image Restoration | ABAIR | https://arxiv.org/abs/2411.18412v1 | Average PSNR | 31.25 |
10-shot image generation > Image Restoration > 5-Degradation Blind All-in-One Image Restoration | 5-Degradation Blind All-in-One Image Restoration | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | Average PSNR | 30.40 |
10-shot image generation > Image Restoration > 5-Degradation Blind All-in-One Image Restoration | 5-Degradation Blind All-in-One Image Restoration | DA-RCOT | https://arxiv.org/abs/2411.01656v1 | LPIPS | 0.064 |
10-shot image generation > Image Restoration > 5-Degradation Blind All-in-One Image Restoration | 5-Degradation Blind All-in-One Image Restoration | HAIR | https://arxiv.org/abs/2408.08091v4 | Average PSNR | 30.37 |
10-shot image generation > Image Restoration > 5-Degradation Blind All-in-One Image Restoration | 5-Degradation Blind All-in-One Image Restoration | DaAIR | https://arxiv.org/abs/2405.15475v2 | Average PSNR | 30.24 |
10-shot image generation > Image Restoration > 5-Degradation Blind All-in-One Image Restoration | 5-Degradation Blind All-in-One Image Restoration | AnyIR | https://arxiv.org/abs/2407.13372v2 | Average PSNR | 29.65 |
10-shot image generation > Image Restoration > 5-Degradation Blind All-in-One Image Restoration | 5-Degradation Blind All-in-One Image Restoration | IDR | http://openaccess.thecvf.com//content/CVPR2023/html/Zhang_Ingredient-Oriented_Multi-Degradation_Learning_for_Image_Restoration_CVPR_2023_paper.html | Average PSNR | 28.34 |
10-shot image generation > Image Restoration > 5-Degradation Blind All-in-One Image Restoration | 5-Degradation Blind All-in-One Image Restoration | AirNet | http://openaccess.thecvf.com//content/CVPR2022/html/Li_All-in-One_Image_Restoration_for_Unknown_Corruption_CVPR_2022_paper.html | Average PSNR | 25.49 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | RAT-Diffusion | https://arxiv.org/abs/2410.01638v1 | FID | 5.00 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Re-Imagen (Finetuned) | https://arxiv.org/abs/2209.14491v3 | FID | 5.25 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | U-ViT-S/2-Deep | https://arxiv.org/abs/2209.12152v4 | FID | 5.48 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | GLIGEN (fine-tuned, Detection + Caption data) | https://arxiv.org/abs/2301.07093v2 | FID | 5.61 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | GLIGEN (fine-tuned, Detection data only) | https://arxiv.org/abs/2301.07093v2 | FID | 5.82 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | U-ViT-S/2 | https://arxiv.org/abs/2209.12152v4 | FID | 5.95 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | ConPreDiff | https://arxiv.org/abs/2401.02015v1 | FID | 6.21 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | ConPreDiff | https://arxiv.org/abs/2401.02015v1 | Zero shot FID | 6.21 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | TLDM | https://arxiv.org/abs/2202.09671v4 | FID | 6.29 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | GLIGEN (fine-tuned, Grounding data) | https://arxiv.org/abs/2301.07093v2 | FID | 6.38 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | RAPHAEL (zero-shot) | https://arxiv.org/abs/2305.18295v5 | FID | 6.61 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | ERNIE-ViLG 2.0 (zero-shot) | https://arxiv.org/abs/2210.15257v2 | FID | 6.75 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Re-Imagen | https://arxiv.org/abs/2209.14491v3 | FID | 6.88 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | eDiff-I (zero-shot) | https://arxiv.org/abs/2211.01324v5 | FID | 6.95 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Swinv2-Imagen | https://arxiv.org/abs/2210.09549v1 | FID | 7.21 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Swinv2-Imagen | https://arxiv.org/abs/2210.09549v1 | Inception score | 31.46 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Imagen (zero-shot) | https://arxiv.org/abs/2205.11487v1 | FID | 7.27 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | GigaGAN (Zero-shot, 64x64) | https://arxiv.org/abs/2303.05511v2 | FID | 7.28 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | StyleGAN-T (Zero-shot, 64x64) | https://arxiv.org/abs/2301.09515v1 | FID | 7.3 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Make-a-Scene (unfiltered) | https://arxiv.org/abs/2203.13131v1 | FID | 7.55 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Kandinsky | https://arxiv.org/abs/2310.03502v1 | FID | 8.03 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite | https://arxiv.org/abs/2111.13792v3 | FID | 8.12 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite | https://arxiv.org/abs/2111.13792v3 | Inception score | 32.34 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite | https://arxiv.org/abs/2111.13792v3 | SOA-C | 61.09 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | SiD-LSG (Data-free distillation, zero-shot FID) | https://arxiv.org/abs/2406.01561v3 | FID | 8.15 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | SiD-LSG (Data-free distillation, zero-shot FID) | https://arxiv.org/abs/2406.01561v3 | Zero shot FID | 8.15 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | simple diffusion (U-ViT) | https://arxiv.org/abs/2301.11093v2 | FID | 8.3 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | GigaGAN (Zero-shot, 256x256) | https://arxiv.org/abs/2303.05511v2 | FID | 9.09 |
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