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 > Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | PSNR | 22.0273 |
Image Generation > Image-to-Image Translation > Cross-View Image-to-Image Translation | Dayton (256×256) - aerial-to-ground | UniGAN | https://arxiv.org/abs/1912.06112v2 | SD | 17.6542 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | VTGAN | https://arxiv.org/abs/2104.06757v3 | FID | 17.3 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | VTGAN | https://arxiv.org/abs/2104.06757v3 | Kernel Inception Distance | 0.00053 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio w/o Perceptual Loss | https://arxiv.org/abs/2007.09191v1 | FID | 20.7 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio w/o Perceptual Loss | https://arxiv.org/abs/2007.09191v1 | Kernel Inception Distance | 0.00392 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | FID | 24.5 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | U-GAT-IT | https://arxiv.org/abs/1907.10830v4 | Kernel Inception Distance | 0.00131 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio | https://arxiv.org/abs/2007.09191v1 | FID | 24.6 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio | https://arxiv.org/abs/2007.09191v1 | Kernel Inception Distance | 0.00087 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | StarGAN-v2 | https://arxiv.org/abs/1912.01865v2 | FID | 27.7 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | StarGAN-v2 | https://arxiv.org/abs/1912.01865v2 | Kernel Inception Distance | 0.00118 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Fundus2Angio | https://arxiv.org/abs/2005.05267v2 | FID | 30.3 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Fundus2Angio | https://arxiv.org/abs/2005.05267v2 | Kernel Inception Distance | 0.00184 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | FID | 42.8 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | pix2pixHD | http://arxiv.org/abs/1711.11585v2 | Kernel Inception Distance | 0.00258 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio w/o Perceptual Loss + Feature Matching Loss | https://arxiv.org/abs/2007.09191v1 | FID | 47.5 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | Attention2Angio w/o Perceptual Loss + Feature Matching Loss | https://arxiv.org/abs/2007.09191v1 | Kernel Inception Distance | 0.00595 |
Image Generation > Image-to-Image Translation > Fundus to Angiography Generation | Fundus Fluorescein Angiogram Photographs & Colour Fundus Images of Diabetic Patients | pix2pix | http://arxiv.org/abs/1611.07004v3 | FID | 48.6 |
Image Generation > Image-to-Image Translation > Facial Makeup Transfer | CPM-Synt-1 | CPM | https://arxiv.org/abs/2104.01867v1 | mIOU | 0.788 |
Image Generation > Image-to-Image Translation > Facial Makeup Transfer | CPM-Synt-2 | CPM | https://arxiv.org/abs/2104.01867v1 | MS-SSIM | 0.977 |
Image Generation > Image-to-Image Translation > Virtual Try-Off | VITON-HD | TryOffDiff | https://arxiv.org/abs/2411.18350v1 | DISTS | 0.230 |
Image Generation > Text-to-Image Generation | LAION COCO | Parti Finetuned | https://arxiv.org/abs/2206.10789v1 | FID | 8.39 |
Image Generation > Text-to-Image Generation | LAION COCO | Parti | https://arxiv.org/abs/2206.10789v1 | FID | 15.97 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | RAT-Diffusion | https://arxiv.org/abs/2410.01638v1 | FID | 5.00 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Re-Imagen (Finetuned) | https://arxiv.org/abs/2209.14491v3 | FID | 5.25 |
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 |
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 |
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 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | U-ViT-S/2 | https://arxiv.org/abs/2209.12152v4 | FID | 5.95 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | ConPreDiff | https://arxiv.org/abs/2401.02015v1 | FID | 6.21 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | ConPreDiff | https://arxiv.org/abs/2401.02015v1 | Zero shot FID | 6.21 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | TLDM | https://arxiv.org/abs/2202.09671v4 | FID | 6.29 |
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 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | RAPHAEL (zero-shot) | https://arxiv.org/abs/2305.18295v5 | FID | 6.61 |
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 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Re-Imagen | https://arxiv.org/abs/2209.14491v3 | FID | 6.88 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | eDiff-I (zero-shot) | https://arxiv.org/abs/2211.01324v5 | FID | 6.95 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Swinv2-Imagen | https://arxiv.org/abs/2210.09549v1 | FID | 7.21 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Swinv2-Imagen | https://arxiv.org/abs/2210.09549v1 | Inception score | 31.46 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Imagen (zero-shot) | https://arxiv.org/abs/2205.11487v1 | FID | 7.27 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | GigaGAN (Zero-shot, 64x64) | https://arxiv.org/abs/2303.05511v2 | FID | 7.28 |
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 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Make-a-Scene (unfiltered) | https://arxiv.org/abs/2203.13131v1 | FID | 7.55 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Kandinsky | https://arxiv.org/abs/2310.03502v1 | FID | 8.03 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite | https://arxiv.org/abs/2111.13792v3 | FID | 8.12 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite | https://arxiv.org/abs/2111.13792v3 | Inception score | 32.34 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite | https://arxiv.org/abs/2111.13792v3 | SOA-C | 61.09 |
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 |
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 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | simple diffusion (U-ViT) | https://arxiv.org/abs/2301.11093v2 | FID | 8.3 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | GigaGAN (Zero-shot, 256x256) | https://arxiv.org/abs/2303.05511v2 | FID | 9.09 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | XMC-GAN (256 x 256) | https://arxiv.org/abs/2111.12417v1 | FID | 9.3 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | XMC-GAN (256 x 256) | https://arxiv.org/abs/2111.12417v1 | Inception score | 30.5 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | XMC-GAN | https://arxiv.org/abs/2101.04702v5 | FID | 9.33 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DALL-E 2 | https://arxiv.org/abs/2204.06125v1 | FID | 10.39 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Corgi-Semi | https://arxiv.org/abs/2211.15388v2 | FID | 10.6 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Corgi | https://arxiv.org/abs/2211.15388v2 | FID | 10.88 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | TR0N (StyleGAN-XL, LAION2BCLIP, BLIP-2, zero-shot) | https://arxiv.org/abs/2304.13742v1 | FID | 10.9 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Make-a-Scene (unfiltered) | https://arxiv.org/abs/2203.13131v1 | FID | 11.84 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | GLIDE (zero-shot) | https://arxiv.org/abs/2112.10741v3 | FID | 12.24 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | KNN-Diffusion | https://arxiv.org/abs/2204.02849v2 | FID | 12.5 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | GALIP (CC12m) | https://arxiv.org/abs/2301.12959v1 | FID | 12.54 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Latent Diffusion (LDM-KL-8-G) | https://arxiv.org/abs/2112.10752v2 | FID | 12.63 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Stable Diffusion | https://arxiv.org/abs/2211.12561v2 | FID | 12.63 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | NÜWA (256 x 256) | https://arxiv.org/abs/2111.12417v1 | FID | 12.9 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | NÜWA (256 x 256) | https://arxiv.org/abs/2111.12417v1 | Inception score | 27.2 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | VQ-Diffusion-F | https://arxiv.org/abs/2111.14822v3 | FID | 13.86 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | StyleGAN-T (Zero-shot, 256x256) | https://arxiv.org/abs/2301.09515v1 | FID | 13.9 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | RAT-GAN | https://arxiv.org/abs/2204.10482v1 | FID | 14.6 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | ERNIE-ViLG | https://arxiv.org/abs/2112.15283v1 | FID | 14.7 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | RA-CM3 (2.7B) | https://arxiv.org/abs/2211.12561v2 | FID | 15.7 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView2(6B, Finetuned) | https://arxiv.org/abs/2204.14217v2 | FID | 17.7 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | VQ-Diffusion-B | https://arxiv.org/abs/2111.14822v3 | FID | 19.75 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN+CL | https://arxiv.org/abs/2107.02423v2 | FID | 20.79 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN+CL | https://arxiv.org/abs/2107.02423v2 | Inception score | 33.34 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | FuseDream (few-shot, k=5) | https://arxiv.org/abs/2112.01573v1 | FID | 21.16 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | FuseDream (few-shot, k=5) | https://arxiv.org/abs/2112.01573v1 | Inception score | 34.26 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | FuseDream (k=5, 256) | https://arxiv.org/abs/2112.01573v1 | FID | 21.16 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | FuseDream (k=5, 256) | https://arxiv.org/abs/2112.01573v1 | Inception score | 34.26 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | FuseDream (k=10, 256) | https://arxiv.org/abs/2112.01573v1 | FID | 21.89 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | FuseDream (k=10, 256) | https://arxiv.org/abs/2112.01573v1 | Inception score | 34.67 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN+CL | https://arxiv.org/abs/2107.02423v2 | FID | 23.93 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN+CL | https://arxiv.org/abs/2107.02423v2 | Inception score | 25.70 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView2(6B, Finetuned) | https://arxiv.org/abs/2204.14217v2 | FID | 24 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | OP-GAN | https://arxiv.org/abs/1910.13321v2 | FID | 24.70 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | OP-GAN | https://arxiv.org/abs/1910.13321v2 | Inception score | 27.88 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | OP-GAN | https://arxiv.org/abs/1910.13321v2 | SOA-C | 35.85 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN (256 x 256) | https://arxiv.org/abs/2111.12417v1 | FID | 26.0 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN (256 x 256) | https://arxiv.org/abs/2111.12417v1 | Inception score | 32.2 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | FID | 26.94 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | Inception score | 26.02 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | FID-1 | 22.97 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | FID-8 | 14.79 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | FID-2 | 18.70 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | FID-4 | 15.72 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | FID | 27.1 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | Inception score | 18.2 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | FID-1 | 19.4 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | FID-8 | 23.6 |
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