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 | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | FID-2 | 13.9 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView | https://arxiv.org/abs/2105.13290v3 | FID-4 | 19.4 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | CogView (256 x 256) | https://arxiv.org/abs/2111.12417v1 | FID | 27.1 |
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 |
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 |
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 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DALL-E (12B) | https://arxiv.org/abs/2211.12561v2 | FID | 28 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN + VICTR | https://arxiv.org/abs/2010.03182v3 | FID | 29.26 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN + VICTR | https://arxiv.org/abs/2010.03182v3 | Inception score | 28.18 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | Vanilla CM3 | https://arxiv.org/abs/2211.12561v2 | FID | 29.5 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN + VICTR | https://arxiv.org/abs/2010.03182v3 | FID | 32.37 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN + VICTR | https://arxiv.org/abs/2010.03182v3 | Inception score | 32.37 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN | http://arxiv.org/abs/1904.01310v1 | FID | 32.64 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN | http://arxiv.org/abs/1904.01310v1 | Inception score | 30.49 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | DM-GAN | http://arxiv.org/abs/1904.01310v1 | SOA-C | 33.44 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN + OP | http://arxiv.org/abs/1901.00686v1 | FID | 33.35 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN + OP | http://arxiv.org/abs/1901.00686v1 | Inception score | 24.76 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN + OP | http://arxiv.org/abs/1901.00686v1 | SOA-C | 25.46 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | AttnGAN (256 x 256) | https://arxiv.org/abs/2111.12417v1 | FID | 35.2 |
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 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse-CC | https://arxiv.org/abs/2111.11133v10 | FID | 37.2 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse-CC | https://arxiv.org/abs/2111.11133v10 | FID-1 | 31.6 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse-CC | https://arxiv.org/abs/2111.11133v10 | FID-8 | 21.1 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse-CC | https://arxiv.org/abs/2111.11133v10 | FID-2 | 25.7 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse-CC | https://arxiv.org/abs/2111.11133v10 | FID-4 | 21.4 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse | https://arxiv.org/abs/2111.11133v10 | FID | 45.8 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse | https://arxiv.org/abs/2111.11133v10 | FID-1 | 41.9 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse | https://arxiv.org/abs/2111.11133v10 | FID-8 | 29.83 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse | https://arxiv.org/abs/2111.11133v10 | FID-2 | 35.5 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | L-Verse | https://arxiv.org/abs/2111.11133v10 | FID-4 | 30.2 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | StackGAN + OP | http://arxiv.org/abs/1901.00686v1 | FID | 55.30 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | StackGAN + OP | http://arxiv.org/abs/1901.00686v1 | Inception score | 12.12 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | StackGAN-v1 | http://arxiv.org/abs/1710.10916v3 | FID | 74.05 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | StackGAN-v1 | http://arxiv.org/abs/1710.10916v3 | Inception score | 8.45 |
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 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | StackGAN + VICTR | https://arxiv.org/abs/2010.03182v3 | Inception score | 10.38 |
Image Generation > Text-to-Image Generation | COCO (Common Objects in Context) | ChatPainter | http://arxiv.org/abs/1802.08216v1 | Inception score | 9.74 |
Image Generation > Text-to-Image Generation | T2I-CompBench | Emu3 | https://arxiv.org/abs/2409.18869v1 | Color | 0.7913 |
Image Generation > Text-to-Image Generation | T2I-CompBench | Emu3 | https://arxiv.org/abs/2409.18869v1 | Shape | 0.5846 |
Image Generation > Text-to-Image Generation | T2I-CompBench | Emu3 | https://arxiv.org/abs/2409.18869v1 | Texture | 0.7422 |
Image Generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Color | 0.6886 |
Image Generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Shape | 0.5582 |
Image Generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Texture | 0.7044 |
Image Generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Spatial | 0.2082 |
Image Generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Non-Spatial | 0.3179 |
Image Generation > Text-to-Image Generation | T2I-CompBench | PixArt-a | https://arxiv.org/abs/2310.00426v3 | Complex | 0.4117 |
Image Generation > Text-to-Image Generation | GeNeVA (CoDraw) | LatteGAN | https://arxiv.org/abs/2112.13985v2 | F1-score | 77.51± 0.52 |
Image Generation > Text-to-Image Generation | GeNeVA (CoDraw) | LatteGAN | https://arxiv.org/abs/2112.13985v2 | rsim | 54.16± 0.21 |
Image Generation > Text-to-Image Generation | GeNeVA (CoDraw) | GeNeVA-GAN | https://arxiv.org/abs/1811.09845v3 | F1-score | 58.83 |
Image Generation > Text-to-Image Generation | GeNeVA (CoDraw) | GeNeVA-GAN | https://arxiv.org/abs/1811.09845v3 | rsim | 35.41 |
Image Generation > Text-to-Image Generation | Conceptual Captions | Contextual RQ-Transformer | https://arxiv.org/abs/2206.04452v1 | FID | 9.80 |
Image Generation > Text-to-Image Generation | Conceptual Captions | RQ-Transformer | https://arxiv.org/abs/2203.01941v2 | FID | 12.33 |
Image Generation > Text-to-Image Generation | Conceptual Captions | LDM-4 | https://arxiv.org/abs/2112.10752v2 | FID | 17.01 |
Image Generation > Text-to-Image Generation | Conceptual Captions | Image-BART | https://arxiv.org/abs/2108.08827v1 | FID | 22.61 |
Image Generation > Text-to-Image Generation | Conceptual Captions | VQ-GAN | https://arxiv.org/abs/2012.09841v3 | FID | 28.86 |
Image Generation > Text-to-Image Generation | MS-COCO | AttnGAN | http://arxiv.org/abs/1711.10485v1 | Inception score | 25.89 |
Image Generation > Text-to-Image Generation | MS-COCO | AttnGAN | http://arxiv.org/abs/1711.10485v1 | FID | 35.49 |
Image Generation > Text-to-Image Generation | MS-COCO | AttnGAN | http://arxiv.org/abs/1711.10485v1 | SOA-C | 25.88 |
Image Generation > Text-to-Image Generation | MS-COCO | Muse-3B (zero-shot) | https://arxiv.org/abs/2301.00704v1 | FID | 7.88 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | RAT-Diffusion | https://arxiv.org/abs/2410.01638v1 | FID | 9.52 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | RAT-Diffusion | https://arxiv.org/abs/2410.01638v1 | Inception score | 4.35 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | VQ-Diffusion-F | https://arxiv.org/abs/2111.14822v3 | FID | 14.1 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | VQ-Diffusion-B | https://arxiv.org/abs/2111.14822v3 | FID | 14.88 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | VQ-Diffusion-S | https://arxiv.org/abs/2111.14822v3 | FID | 14.95 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | RAT-GAN | https://arxiv.org/abs/2204.10482v1 | FID | 16.04 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | RAT-GAN | https://arxiv.org/abs/2204.10482v1 | Inception score | 4.09 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | StackGAN-v2 | http://arxiv.org/abs/1710.10916v3 | FID | 48.68 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | StackGAN-v2 | http://arxiv.org/abs/1710.10916v3 | Inception score | 3.26 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | StackGAN-v1 | http://arxiv.org/abs/1710.10916v3 | FID | 55.28 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | StackGAN-v1 | http://arxiv.org/abs/1710.10916v3 | Inception score | 3.2 |
Image Generation > Text-to-Image Generation | Oxford 102 Flowers | StackGAN | http://arxiv.org/abs/1612.03242v2 | Inception score | 3.2 |
Image Generation > Text-to-Image Generation | DrawBench | LCM (Curriculum DPO) | https://arxiv.org/abs/2405.13637v6 | Aesthetics (Laion Aesthtetics Predictor) | 6.1829 |
Image Generation > Text-to-Image Generation | DrawBench | LCM (Curriculum DPO) | https://arxiv.org/abs/2405.13637v6 | Human Preference Alignement (HPSv2) | 0.2851 |
Image Generation > Text-to-Image Generation | DrawBench | LCM (Curriculum DPO) | https://arxiv.org/abs/2405.13637v6 | Text Alignement (SentenceBERT) | 0.5812 |
Image Generation > Text-to-Image Generation | DrawBench | LCM (DPO) | https://arxiv.org/abs/2311.12908v1 | Aesthetics (Laion Aesthtetics Predictor) | 6.0430 |
Image Generation > Text-to-Image Generation | DrawBench | LCM (DPO) | https://arxiv.org/abs/2311.12908v1 | Human Preference Alignement (HPSv2) | 0.2814 |
Image Generation > Text-to-Image Generation | DrawBench | LCM (DPO) | https://arxiv.org/abs/2311.12908v1 | Text Alignement (SentenceBERT) | 0.5720 |
Image Generation > Text-to-Image Generation | DrawBench | LCM (DDPO) | https://arxiv.org/abs/2305.13301v4 | Aesthetics (Laion Aesthtetics Predictor) | 6.0121 |
Image Generation > Text-to-Image Generation | DrawBench | LCM (DDPO) | https://arxiv.org/abs/2305.13301v4 | Human Preference Alignement (HPSv2) | 0.2803 |
Image Generation > Text-to-Image Generation | DrawBench | LCM (DDPO) | https://arxiv.org/abs/2305.13301v4 | Text Alignement (SentenceBERT) | 0.5721 |
Image Generation > Text-to-Image Generation | DrawBench | LCM | https://arxiv.org/abs/2310.04378v1 | Aesthetics (Laion Aesthtetics Predictor) | 5.8038 |
Image Generation > Text-to-Image Generation | DrawBench | LCM | https://arxiv.org/abs/2310.04378v1 | Human Preference Alignement (HPSv2) | 0.2610 |
Image Generation > Text-to-Image Generation | DrawBench | LCM | https://arxiv.org/abs/2310.04378v1 | Text Alignement (SentenceBERT) | 0.5602 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (Curriculum DPO) | https://arxiv.org/abs/2405.13637v6 | Aesthetics (Laion Aesthtetics Predictor) | 5.7060 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (Curriculum DPO) | https://arxiv.org/abs/2405.13637v6 | Human Preference Alignement (HPSv2) | 0.2681 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (Curriculum DPO) | https://arxiv.org/abs/2405.13637v6 | Text Alignement (SentenceBERT) | 0.6234 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DDPO) | https://arxiv.org/abs/2305.13301v4 | Aesthetics (Laion Aesthtetics Predictor) | 5.6748 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DDPO) | https://arxiv.org/abs/2305.13301v4 | Human Preference Alignement (HPSv2) | 0.2673 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DDPO) | https://arxiv.org/abs/2305.13301v4 | Text Alignement (SentenceBERT) | 0.6024 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DPO) | https://arxiv.org/abs/2311.12908v1 | Aesthetics (Laion Aesthtetics Predictor) | 5.6205 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DPO) | https://arxiv.org/abs/2311.12908v1 | Human Preference Alignement (HPSv2) | 0.2672 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DPO) | https://arxiv.org/abs/2311.12908v1 | Text Alignement (SentenceBERT) | 0.6075 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 | https://arxiv.org/abs/2112.10752v2 | Aesthetics (Laion Aesthtetics Predictor) | 5.4292 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 | https://arxiv.org/abs/2112.10752v2 | Human Preference Alignement (HPSv2) | 0.2646 |
Image Generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 | https://arxiv.org/abs/2112.10752v2 | Text Alignement (SentenceBERT) | 0.5997 |
Image Generation > Text-to-Image Generation | DPG | Lumina-Image 2.0 | https://arxiv.org/abs/2503.21758v1 | Overall | 87.2 |
Image Generation > Text-to-Image Generation | DPG | MetaQuery-XL | https://arxiv.org/abs/2504.06256v1 | Overall | 82.05 |
Image Generation > Text-to-Image Generation | COCO | Parti Finetuned | https://arxiv.org/abs/2206.10789v1 | FID | 3.22 |
Image Generation > Text-to-Image Generation | COCO | CM3Leon-7B | https://arxiv.org/abs/2309.02591v1 | FID | 4.88 |
Image Generation > Text-to-Image Generation | COCO | Parti | https://arxiv.org/abs/2206.10789v1 | FID | 7.23 |
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