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 > Text-to-Image Generation | COCO (Common Objects in Context) | XMC-GAN (256 x 256) | https://arxiv.org/abs/2111.12417v1 | FID | 9.3 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | XMC-GAN | https://arxiv.org/abs/2101.04702v5 | FID | 9.33 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DALL-E 2 | https://arxiv.org/abs/2204.06125v1 | FID | 10.39 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Corgi-Semi | https://arxiv.org/abs/2211.15388v2 | FID | 10.6 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Corgi | https://arxiv.org/abs/2211.15388v2 | FID | 10.88 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Make-a-Scene (unfiltered) | https://arxiv.org/abs/2203.13131v1 | FID | 11.84 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | GLIDE (zero-shot) | https://arxiv.org/abs/2112.10741v3 | FID | 12.24 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | KNN-Diffusion | https://arxiv.org/abs/2204.02849v2 | FID | 12.5 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | GALIP (CC12m) | https://arxiv.org/abs/2301.12959v1 | FID | 12.54 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Stable Diffusion | https://arxiv.org/abs/2211.12561v2 | FID | 12.63 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | NÜWA (256 x 256) | https://arxiv.org/abs/2111.12417v1 | FID | 12.9 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | VQ-Diffusion-F | https://arxiv.org/abs/2111.14822v3 | FID | 13.86 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | RAT-GAN | https://arxiv.org/abs/2204.10482v1 | FID | 14.6 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | ERNIE-ViLG | https://arxiv.org/abs/2112.15283v1 | FID | 14.7 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | RA-CM3 (2.7B) | https://arxiv.org/abs/2211.12561v2 | FID | 15.7 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView2(6B, Finetuned) | https://arxiv.org/abs/2204.14217v2 | FID | 17.7 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | VQ-Diffusion-B | https://arxiv.org/abs/2111.14822v3 | FID | 19.75 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN+CL | https://arxiv.org/abs/2107.02423v2 | FID | 20.79 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN+CL | https://arxiv.org/abs/2107.02423v2 | Inception score | 33.34 |
10-shot 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 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | FuseDream (k=5, 256) | https://arxiv.org/abs/2112.01573v1 | FID | 21.16 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | FuseDream (k=10, 256) | https://arxiv.org/abs/2112.01573v1 | FID | 21.89 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN+CL | https://arxiv.org/abs/2107.02423v2 | FID | 23.93 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN+CL | https://arxiv.org/abs/2107.02423v2 | Inception score | 25.70 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView2(6B, Finetuned) | https://arxiv.org/abs/2204.14217v2 | FID | 24 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | OP-GAN | https://arxiv.org/abs/1910.13321v2 | FID | 24.70 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | OP-GAN | https://arxiv.org/abs/1910.13321v2 | Inception score | 27.88 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | OP-GAN | https://arxiv.org/abs/1910.13321v2 | SOA-C | 35.85 |
10-shot 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 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | FID | 26.94 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | Inception score | 26.02 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | FID-1 | 22.97 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | FID-8 | 14.79 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | FID-2 | 18.70 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Lafite (zero-shot) | https://arxiv.org/abs/2111.13792v3 | FID-4 | 15.72 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | FID | 27.1 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | Inception score | 18.2 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | FID-1 | 19.4 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | FID-8 | 23.6 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | FID-2 | 13.9 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | FID-4 | 19.4 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView (256 x 256) | https://arxiv.org/abs/2111.12417v1 | FID | 27.1 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView (256 x 256) | https://arxiv.org/abs/2111.12417v1 | Inception score | 18.2 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DALL-E (256 x 256) | https://arxiv.org/abs/2111.12417v1 | FID | 27.5 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DALL-E (256 x 256) | https://arxiv.org/abs/2111.12417v1 | Inception score | 17.9 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DALL-E (12B) | https://arxiv.org/abs/2211.12561v2 | FID | 28 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN + VICTR | https://arxiv.org/abs/2010.03182v3 | FID | 29.26 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN + VICTR | https://arxiv.org/abs/2010.03182v3 | Inception score | 28.18 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | Vanilla CM3 | https://arxiv.org/abs/2211.12561v2 | FID | 29.5 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN + VICTR | https://arxiv.org/abs/2010.03182v3 | FID | 32.37 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN + VICTR | https://arxiv.org/abs/2010.03182v3 | Inception score | 32.37 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN | http://arxiv.org/abs/1904.01310v1 | FID | 32.64 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN | http://arxiv.org/abs/1904.01310v1 | Inception score | 30.49 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN | http://arxiv.org/abs/1904.01310v1 | SOA-C | 33.44 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN + OP | http://arxiv.org/abs/1901.00686v1 | FID | 33.35 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN + OP | http://arxiv.org/abs/1901.00686v1 | Inception score | 24.76 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN + OP | http://arxiv.org/abs/1901.00686v1 | SOA-C | 25.46 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN (256 x 256) | https://arxiv.org/abs/2111.12417v1 | FID | 35.2 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN (256 x 256) | https://arxiv.org/abs/2111.12417v1 | Inception score | 23.3 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse-CC | https://arxiv.org/abs/2111.11133v10 | FID | 37.2 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse-CC | https://arxiv.org/abs/2111.11133v10 | FID-1 | 31.6 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse-CC | https://arxiv.org/abs/2111.11133v10 | FID-8 | 21.1 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse-CC | https://arxiv.org/abs/2111.11133v10 | FID-2 | 25.7 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse-CC | https://arxiv.org/abs/2111.11133v10 | FID-4 | 21.4 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse | https://arxiv.org/abs/2111.11133v10 | FID | 45.8 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse | https://arxiv.org/abs/2111.11133v10 | FID-1 | 41.9 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse | https://arxiv.org/abs/2111.11133v10 | FID-8 | 29.83 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse | https://arxiv.org/abs/2111.11133v10 | FID-2 | 35.5 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse | https://arxiv.org/abs/2111.11133v10 | FID-4 | 30.2 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | StackGAN + OP | http://arxiv.org/abs/1901.00686v1 | FID | 55.30 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | StackGAN + OP | http://arxiv.org/abs/1901.00686v1 | Inception score | 12.12 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | StackGAN-v1 | http://arxiv.org/abs/1710.10916v3 | FID | 74.05 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | StackGAN-v1 | http://arxiv.org/abs/1710.10916v3 | Inception score | 8.45 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | DF-GAN (256 x 256) | https://arxiv.org/abs/2111.12417v1 | Inception score | 18.7 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | StackGAN + VICTR | https://arxiv.org/abs/2010.03182v3 | Inception score | 10.38 |
10-shot image generation > Text-to-Image Generation | COCO (Common Objects in Context) | ChatPainter | http://arxiv.org/abs/1802.08216v1 | Inception score | 9.74 |
10-shot image generation > Text-to-Image Generation | MS-COCO | AttnGAN | http://arxiv.org/abs/1711.10485v1 | Inception score | 25.89 |
10-shot image generation > Text-to-Image Generation | MS-COCO | AttnGAN | http://arxiv.org/abs/1711.10485v1 | FID | 35.49 |
10-shot image generation > Text-to-Image Generation | MS-COCO | AttnGAN | http://arxiv.org/abs/1711.10485v1 | SOA-C | 25.88 |
10-shot image generation > Text-to-Image Generation | MS-COCO | Muse-3B (zero-shot) | https://arxiv.org/abs/2301.00704v1 | FID | 7.88 |
10-shot image generation > Text-to-Image Generation | T2I-CompBench | Emu3 | https://arxiv.org/abs/2409.18869v1 | Color | 0.7913 |
10-shot image generation > Text-to-Image Generation | T2I-CompBench | Emu3 | https://arxiv.org/abs/2409.18869v1 | Shape | 0.5846 |
10-shot image generation > Text-to-Image Generation | T2I-CompBench | Emu3 | https://arxiv.org/abs/2409.18869v1 | Texture | 0.7422 |
10-shot image generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Color | 0.6886 |
10-shot image generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Shape | 0.5582 |
10-shot image generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Texture | 0.7044 |
10-shot image generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Spatial | 0.2082 |
10-shot image generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Non-Spatial | 0.3179 |
10-shot image generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Complex | 0.4117 |
10-shot image generation > Text-to-Image Generation | DPG | Lumina-Image 2.0 | https://arxiv.org/abs/2503.21758v1 | Overall | 87.2 |
10-shot image generation > Text-to-Image Generation | DPG | MetaQuery-XL | https://arxiv.org/abs/2504.06256v1 | Overall | 82.05 |
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