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 ⌀ |
|---|---|---|---|---|---|
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | SD using SDEdit (evaluated under color stroke) | https://arxiv.org/abs/2305.11520v6 | FID | 32.93 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | SD using SDEdit (evaluated under color stroke) | https://arxiv.org/abs/2305.11520v6 | CLIP Score | 0.2257 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | SD using SDEdit | https://arxiv.org/abs/2305.11520v6 | FID | 71.16 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | SD using SDEdit (evaluated under image palette) | https://arxiv.org/abs/2305.11520v6 | CLIP Score | 0.2138 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | MIGC | https://arxiv.org/abs/2402.05408v2 | instance success rate | 0.66 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | MIGC | https://arxiv.org/abs/2402.05408v2 | mIoU | 0.56 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | ReCo | https://arxiv.org/abs/2211.15518v1 | instance success rate | 0.55 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | ReCo | https://arxiv.org/abs/2211.15518v1 | mIoU | 0.49 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | Instance Diffusion (zero-shot) | https://arxiv.org/abs/2402.03290v1 | instance success rate | 0.51 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | Instance Diffusion (zero-shot) | https://arxiv.org/abs/2402.03290v1 | mIoU | 0.46 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | Gligen (zero-shot) | https://arxiv.org/abs/2301.07093v2 | instance success rate | 0.30 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | Gligen (zero-shot) | https://arxiv.org/abs/2301.07093v2 | mIoU | 0.27 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | Box-Diffusion (zero-shot) | https://arxiv.org/abs/2307.10816v4 | instance success rate | 0.16 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | Box-Diffusion (zero-shot) | https://arxiv.org/abs/2307.10816v4 | mIoU | 0.26 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | Sana | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 54.22 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | Pixart Sigma | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 60.15 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | RadEdit | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 69.69 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | LLM-CXR | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 71.24 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | SD V3.5 Medium (LoRA r128) | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 74.58 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | Lumina 2.0 (LoRA r128) | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 88.28 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | SD V3.5 Medium (LoRA r32) | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 93.10 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | Lumina 2.0 (LoRA r32) | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 101.19 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | SD V1-5 | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 118.93 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | Flux.1-Dev (LoRA r32) | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 122.40 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | SD V1-4 | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 125.18 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | SD V2-1 | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 186.53 |
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | SD V2 | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 194.72 |
Image Generation > Image Inpainting | ImageNet | WavePaint | https://arxiv.org/abs/2307.00407v1 | FID | 3.21 |
Image Generation > Image Inpainting | ImageNet | DDNM | https://arxiv.org/abs/2212.00490v2 | PSNR | 32.06 |
Image Generation > Image Inpainting | ImageNet | DDNM | https://arxiv.org/abs/2212.00490v2 | SSIM | 0.968 |
Image Generation > Image Inpainting | ImageNet | DDNM | https://arxiv.org/abs/2212.00490v2 | FID | 3.89 |
Image Generation > Image Inpainting | ImageNet | DDRM | https://arxiv.org/abs/2212.00490v2 | PSNR | 31.73 |
Image Generation > Image Inpainting | ImageNet | DDRM | https://arxiv.org/abs/2212.00490v2 | SSIM | 0.966 |
Image Generation > Image Inpainting | ImageNet | DDRM | https://arxiv.org/abs/2212.00490v2 | FID | 4.82 |
Image Generation > Image Inpainting | ImageNet | RePaint | https://arxiv.org/abs/2212.00490v2 | PSNR | 31.87 |
Image Generation > Image Inpainting | ImageNet | RePaint | https://arxiv.org/abs/2212.00490v2 | SSIM | 0.963 |
Image Generation > Image Inpainting | ImageNet | RePaint | https://arxiv.org/abs/2212.00490v2 | FID | 12.31 |
Image Generation > Image Inpainting | ImageNet | A+y | https://arxiv.org/abs/2212.00490v2 | PSNR | 14.52 |
Image Generation > Image Inpainting | ImageNet | A+y | https://arxiv.org/abs/2212.00490v2 | SSIM | 0.799 |
Image Generation > Image Inpainting | ImageNet | A+y | https://arxiv.org/abs/2212.00490v2 | FID | 72.71 |
Image Generation > Image Inpainting | Apolloscape Inpainting | DVI | https://arxiv.org/abs/2007.08854v1 | RMSE | 9.633 |
Image Generation > Image Inpainting | FFHQ 512 x 512 | SH-GAN | https://arxiv.org/abs/2211.03700v1 | FID | 3.4 |
Image Generation > Image Inpainting | FFHQ 512 x 512 | TFill | https://arxiv.org/abs/2104.00845v2 | FID | 3.50 |
Image Generation > Image Inpainting | FFHQ 512 x 512 | CoModGAN | https://arxiv.org/abs/2103.10428v1 | P-IDS | 16.6% |
Image Generation > Image Inpainting | FFHQ 512 x 512 | CoModGAN | https://arxiv.org/abs/2103.10428v1 | U-IDS | 29.4% |
Image Generation > Image Inpainting | FFHQ 512 x 512 | CoModGAN | https://arxiv.org/abs/2103.10428v1 | FID | 3.7 |
Image Generation > Image Inpainting | Places2 | ASUKA | https://arxiv.org/abs/2312.04831v3 | FID | 1.230 |
Image Generation > Image Inpainting | Places2 | ASUKA | https://arxiv.org/abs/2312.04831v3 | P-IDS | 28.70 |
Image Generation > Image Inpainting | Places2 | ASUKA | https://arxiv.org/abs/2312.04831v3 | U-IDS | 41.30 |
Image Generation > Image Inpainting | Places2 | ASUKA | https://arxiv.org/abs/2312.04831v3 | LPIPS | 0.183 |
Image Generation > Image Inpainting | Places2 | CM-GAN | https://arxiv.org/abs/2203.11947v3 | FID | 1.628 |
Image Generation > Image Inpainting | Places2 | CM-GAN | https://arxiv.org/abs/2203.11947v3 | P-IDS | 20.96 |
Image Generation > Image Inpainting | Places2 | CM-GAN | https://arxiv.org/abs/2203.11947v3 | U-IDS | 37.42 |
Image Generation > Image Inpainting | Places2 | CM-GAN | https://arxiv.org/abs/2203.11947v3 | LPIPS | 0.189 |
Image Generation > Image Inpainting | Places2 | MAT | https://arxiv.org/abs/2203.15270v3 | FID | 1.96 |
Image Generation > Image Inpainting | Places2 | MAT | https://arxiv.org/abs/2203.15270v3 | P-IDS | 23.42 |
Image Generation > Image Inpainting | Places2 | MAT | https://arxiv.org/abs/2203.15270v3 | U-IDS | 38.34 |
Image Generation > Image Inpainting | Places2 | CoModGAN | https://arxiv.org/abs/2103.10428v1 | FID | 2.92 |
Image Generation > Image Inpainting | Places2 | CoModGAN | https://arxiv.org/abs/2103.10428v1 | P-IDS | 19.64 |
Image Generation > Image Inpainting | Places2 | CoModGAN | https://arxiv.org/abs/2103.10428v1 | U-IDS | 35.78 |
Image Generation > Image Inpainting | Places2 | LAMA | https://arxiv.org/abs/2109.07161v2 | FID | 2.97 |
Image Generation > Image Inpainting | Places2 | LAMA | https://arxiv.org/abs/2109.07161v2 | P-IDS | 13.09 |
Image Generation > Image Inpainting | Places2 | LAMA | https://arxiv.org/abs/2109.07161v2 | U-IDS | 32.29 |
Image Generation > Image Inpainting | Places2 | MADF | https://arxiv.org/abs/2104.13743v1 | FID | 7.53 |
Image Generation > Image Inpainting | Places2 | MADF | https://arxiv.org/abs/2104.13743v1 | P-IDS | 6.00 |
Image Generation > Image Inpainting | Places2 | MADF | https://arxiv.org/abs/2104.13743v1 | U-IDS | 23.78 |
Image Generation > Image Inpainting | Places2 | ProFill | https://arxiv.org/abs/2005.11742v2 | FID | 7.7 |
Image Generation > Image Inpainting | Places2 | ProFill | https://arxiv.org/abs/2005.11742v2 | P-IDS | 3.87 |
Image Generation > Image Inpainting | Places2 | ProFill | https://arxiv.org/abs/2005.11742v2 | U-IDS | 21.19 |
Image Generation > Image Inpainting | Places2 | ProFill | https://arxiv.org/abs/2005.11742v2 | LPIPS | 0.230 |
Image Generation > Image Inpainting | Places2 | DeepFill v2 | https://arxiv.org/abs/1806.03589v2 | FID | 9.27 |
Image Generation > Image Inpainting | Places2 | DeepFill v2 | https://arxiv.org/abs/1806.03589v2 | P-IDS | 4.01 |
Image Generation > Image Inpainting | Places2 | DeepFill v2 | https://arxiv.org/abs/1806.03589v2 | U-IDS | 21.32 |
Image Generation > Image Inpainting | Places2 | CR-Fill | http://openaccess.thecvf.com//content/ICCV2021/html/Zeng_CR-Fill_Generative_Image_Inpainting_With_Auxiliary_Contextual_Reconstruction_ICCV_2021_paper.html | FID | 9.657 |
Image Generation > Image Inpainting | Places2 | CR-Fill | http://openaccess.thecvf.com//content/ICCV2021/html/Zeng_CR-Fill_Generative_Image_Inpainting_With_Auxiliary_Contextual_Reconstruction_ICCV_2021_paper.html | P-IDS | 5.53 |
Image Generation > Image Inpainting | Places2 | CR-Fill | http://openaccess.thecvf.com//content/ICCV2021/html/Zeng_CR-Fill_Generative_Image_Inpainting_With_Auxiliary_Contextual_Reconstruction_ICCV_2021_paper.html | U-IDS | 22.90 |
Image Generation > Image Inpainting | Places2 | CR-Fill | http://openaccess.thecvf.com//content/ICCV2021/html/Zeng_CR-Fill_Generative_Image_Inpainting_With_Auxiliary_Contextual_Reconstruction_ICCV_2021_paper.html | LPIPS | 0.233 |
Image Generation > Image Inpainting | Places2 | AOT GAN | https://arxiv.org/abs/2104.01431v1 | FID | 10.64 |
Image Generation > Image Inpainting | Places2 | AOT GAN | https://arxiv.org/abs/2104.01431v1 | P-IDS | 3.07 |
Image Generation > Image Inpainting | Places2 | AOT GAN | https://arxiv.org/abs/2104.01431v1 | U-IDS | 19.92 |
Image Generation > Image Inpainting | Places2 | EdgeConnect | http://arxiv.org/abs/1901.00212v3 | FID | 12.66 |
Image Generation > Image Inpainting | Places2 | EdgeConnect | http://arxiv.org/abs/1901.00212v3 | P-IDS | 1.93 |
Image Generation > Image Inpainting | Places2 | EdgeConnect | http://arxiv.org/abs/1901.00212v3 | U-IDS | 15.87 |
Image Generation > Image Inpainting | Places2 | TFill (20-50% free-form) | https://arxiv.org/abs/2104.00845v2 | FID | 22.13 |
Image Generation > Image Inpainting | Places2 | SEELE | https://arxiv.org/abs/2401.16861v3 | FID | 24.40 |
Image Generation > Image Inpainting | Places2 | HFill | https://arxiv.org/abs/2005.09704v1 | FID | 28.92 |
Image Generation > Image Inpainting | Places2 | HFill | https://arxiv.org/abs/2005.09704v1 | P-IDS | 1.24 |
Image Generation > Image Inpainting | Places2 | HFill | https://arxiv.org/abs/2005.09704v1 | U-IDS | 11.24 |
Image Generation > Image Inpainting | FFHQ 1024 x 1024 | BRGM | https://arxiv.org/abs/2012.04567v5 | LPIPS | 0.19 |
Image Generation > Image Inpainting | FFHQ 1024 x 1024 | BRGM | https://arxiv.org/abs/2012.04567v5 | RMSE | 24.28 |
Image Generation > Image Inpainting | FFHQ 1024 x 1024 | BRGM | https://arxiv.org/abs/2012.04567v5 | PSNR | 21.33 |
Image Generation > Image Inpainting | FFHQ 1024 x 1024 | BRGM | https://arxiv.org/abs/2012.04567v5 | SSIM | 0.84 |
Image Generation > Image Inpainting | FFHQ 1024 x 1024 | SN-PatchGAN | https://arxiv.org/abs/2012.04567v5 | LPIPS | 0.24 |
Image Generation > Image Inpainting | FFHQ 1024 x 1024 | SN-PatchGAN | https://arxiv.org/abs/2012.04567v5 | RMSE | 30.75 |
Image Generation > Image Inpainting | FFHQ 1024 x 1024 | SN-PatchGAN | https://arxiv.org/abs/2012.04567v5 | PSNR | 19.67 |
Image Generation > Image Inpainting | FFHQ 1024 x 1024 | SN-PatchGAN | https://arxiv.org/abs/2012.04567v5 | SSIM | 0.82 |
Image Generation > Image Inpainting | CelebA-HQ | MAT | https://arxiv.org/abs/2203.15270v3 | FID | 4.86 |
Image Generation > Image Inpainting | CelebA-HQ | MAT | https://arxiv.org/abs/2203.15270v3 | P-IDS | 13.83 |
Image Generation > Image Inpainting | CelebA-HQ | MAT | https://arxiv.org/abs/2203.15270v3 | U-IDS | 25.33 |
Image Generation > Image Inpainting | CelebA-HQ | WavePaint | https://arxiv.org/abs/2307.00407v1 | FID | 5.53 |
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