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 | DrawBench | LCM (DDPO) | https://arxiv.org/abs/2305.13301v4 | Human Preference Alignement (HPSv2) | 0.2803 |
10-shot image generation > Text-to-Image Generation | DrawBench | LCM (DDPO) | https://arxiv.org/abs/2305.13301v4 | Text Alignement (SentenceBERT) | 0.5721 |
10-shot image generation > Text-to-Image Generation | DrawBench | LCM | https://arxiv.org/abs/2310.04378v1 | Aesthetics (Laion Aesthtetics Predictor) | 5.8038 |
10-shot image generation > Text-to-Image Generation | DrawBench | LCM | https://arxiv.org/abs/2310.04378v1 | Human Preference Alignement (HPSv2) | 0.2610 |
10-shot image generation > Text-to-Image Generation | DrawBench | LCM | https://arxiv.org/abs/2310.04378v1 | Text Alignement (SentenceBERT) | 0.5602 |
10-shot 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 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (Curriculum DPO) | https://arxiv.org/abs/2405.13637v6 | Text Alignement (SentenceBERT) | 0.6234 |
10-shot image generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DDPO) | https://arxiv.org/abs/2305.13301v4 | Aesthetics (Laion Aesthtetics Predictor) | 5.6748 |
10-shot image generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DDPO) | https://arxiv.org/abs/2305.13301v4 | Human Preference Alignement (HPSv2) | 0.2673 |
10-shot image generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DDPO) | https://arxiv.org/abs/2305.13301v4 | Text Alignement (SentenceBERT) | 0.6024 |
10-shot image generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DPO) | https://arxiv.org/abs/2311.12908v1 | Aesthetics (Laion Aesthtetics Predictor) | 5.6205 |
10-shot image generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DPO) | https://arxiv.org/abs/2311.12908v1 | Human Preference Alignement (HPSv2) | 0.2672 |
10-shot image generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 (DPO) | https://arxiv.org/abs/2311.12908v1 | Text Alignement (SentenceBERT) | 0.6075 |
10-shot image generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 | https://arxiv.org/abs/2112.10752v2 | Aesthetics (Laion Aesthtetics Predictor) | 5.4292 |
10-shot image generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 | https://arxiv.org/abs/2112.10752v2 | Human Preference Alignement (HPSv2) | 0.2646 |
10-shot image generation > Text-to-Image Generation | DrawBench | Stable Diffusion 1.5 | https://arxiv.org/abs/2112.10752v2 | Text Alignement (SentenceBERT) | 0.5997 |
10-shot image generation > Text-to-Image Generation | GenEval | SD3.5-Medium+Flow-GRPO | https://arxiv.org/abs/2505.05470v2 | Overall | 0.95 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 (Rewrite) | https://arxiv.org/abs/2506.03147v3 | Single Obj. | 0.98 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 (Rewrite) | https://arxiv.org/abs/2506.03147v3 | Two Obj. | 0.93 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 (Rewrite) | https://arxiv.org/abs/2506.03147v3 | Counting | 0.81 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 (Rewrite) | https://arxiv.org/abs/2506.03147v3 | Colors | 0.90 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 (Rewrite) | https://arxiv.org/abs/2506.03147v3 | Position | 0.74 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 (Rewrite) | https://arxiv.org/abs/2506.03147v3 | Color Attri. | 0.71 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 (Rewrite) | https://arxiv.org/abs/2506.03147v3 | Overall | 0.84 |
10-shot image generation > Text-to-Image Generation | GenEval | MindOmni | https://arxiv.org/abs/2505.13031v1 | Single Obj. | 0.99 |
10-shot image generation > Text-to-Image Generation | GenEval | MindOmni | https://arxiv.org/abs/2505.13031v1 | Two Obj. | 0.94 |
10-shot image generation > Text-to-Image Generation | GenEval | MindOmni | https://arxiv.org/abs/2505.13031v1 | Counting | 0.71 |
10-shot image generation > Text-to-Image Generation | GenEval | MindOmni | https://arxiv.org/abs/2505.13031v1 | Colors | 0.90 |
10-shot image generation > Text-to-Image Generation | GenEval | MindOmni | https://arxiv.org/abs/2505.13031v1 | Position | 0.71 |
10-shot image generation > Text-to-Image Generation | GenEval | MindOmni | https://arxiv.org/abs/2505.13031v1 | Color Attri. | 0.71 |
10-shot image generation > Text-to-Image Generation | GenEval | MindOmni | https://arxiv.org/abs/2505.13031v1 | Overall | 0.83 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 | https://arxiv.org/abs/2506.03147v3 | Single Obj. | 0.99 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 | https://arxiv.org/abs/2506.03147v3 | Two Obj. | 0.93 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 | https://arxiv.org/abs/2506.03147v3 | Counting | 0.79 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 | https://arxiv.org/abs/2506.03147v3 | Colors | 0.89 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 | https://arxiv.org/abs/2506.03147v3 | Position | 0.49 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 | https://arxiv.org/abs/2506.03147v3 | Color Attri. | 0.70 |
10-shot image generation > Text-to-Image Generation | GenEval | UniWorld-V1 | https://arxiv.org/abs/2506.03147v3 | Overall | 0.80 |
10-shot image generation > Text-to-Image Generation | GenEval | SANA-1.5 4.8B (+ Inference Scaling) | https://arxiv.org/abs/2501.18427v4 | Overall | 0.80 |
10-shot image generation > Text-to-Image Generation | GenEval | Janus-Pro-7B | https://arxiv.org/abs/2501.17811v1 | Overall | 0.80 |
10-shot image generation > Text-to-Image Generation | GenEval | MetaQuery-XL (Rewrite) | https://arxiv.org/abs/2504.06256v1 | Overall | 0.80 |
10-shot image generation > Text-to-Image Generation | GenEval | Show-o [xie2024show] PARM It. DPO PARM | https://arxiv.org/abs/2501.13926v1 | Overall | 0.77 |
10-shot image generation > Text-to-Image Generation | GenEval | Show-o [xie2024show] Ft. ORM It. DPO Ft. ORM | https://arxiv.org/abs/2501.13926v1 | Overall | 0.75 |
10-shot image generation > Text-to-Image Generation | GenEval | Janus-Pro-1B | https://arxiv.org/abs/2501.17811v1 | Overall | 0.73 |
10-shot image generation > Text-to-Image Generation | GenEval | Lumina-Image 2.0 | https://arxiv.org/abs/2503.21758v1 | Overall | 0.73 |
10-shot image generation > Text-to-Image Generation | GenEval | SANA-1.5 4.8B | https://arxiv.org/abs/2501.18427v4 | Single Obj. | 0.99 |
10-shot image generation > Text-to-Image Generation | GenEval | SANA-1.5 4.8B | https://arxiv.org/abs/2501.18427v4 | Two Obj. | 0.85 |
10-shot image generation > Text-to-Image Generation | GenEval | SANA-1.5 4.8B | https://arxiv.org/abs/2501.18427v4 | Overall | 0.72 |
10-shot image generation > Text-to-Image Generation | GenEval | Fluid (10.5B) | https://arxiv.org/abs/2410.13863v1 | Single Obj. | 0.96 |
10-shot image generation > Text-to-Image Generation | GenEval | Fluid (10.5B) | https://arxiv.org/abs/2410.13863v1 | Two Obj. | 0.83 |
10-shot image generation > Text-to-Image Generation | GenEval | Fluid (10.5B) | https://arxiv.org/abs/2410.13863v1 | Counting | 0.63 |
10-shot image generation > Text-to-Image Generation | GenEval | Fluid (10.5B) | https://arxiv.org/abs/2410.13863v1 | Colors | 0.80 |
10-shot image generation > Text-to-Image Generation | GenEval | Fluid (10.5B) | https://arxiv.org/abs/2410.13863v1 | Position | 0.39 |
10-shot image generation > Text-to-Image Generation | GenEval | Fluid (10.5B) | https://arxiv.org/abs/2410.13863v1 | Color Attri. | 0.51 |
10-shot image generation > Text-to-Image Generation | GenEval | Fluid (10.5B) | https://arxiv.org/abs/2410.13863v1 | Overall | 0.69 |
10-shot image generation > Text-to-Image Generation | GenEval | Und. and Gen. Show-o (Ours) | https://arxiv.org/abs/2408.12528v6 | Overall | 0.68 |
10-shot image generation > Text-to-Image Generation | GenEval | Emu3 | https://arxiv.org/abs/2409.18869v1 | Overall | 0.66 |
10-shot image generation > Text-to-Image Generation | GenEval | SnapGen | https://arxiv.org/abs/2412.09619v1 | Overall | 0.66 |
10-shot image generation > Text-to-Image Generation | GenEval | JanusFlow | https://arxiv.org/abs/2411.07975v2 | Overall | 0.63 |
10-shot image generation > Text-to-Image Generation | GenEval | PixArt-Σ | https://arxiv.org/abs/2403.04692v2 | Overall | 0.53 |
10-shot image generation > Text-to-Image Generation | GenEval | DiffMoE-E16-T2I-Flow (w SFT) | https://arxiv.org/abs/2503.14487v1 | Overall | 0.51 |
10-shot image generation > Text-to-Image Generation | GenEval | PIXART-δ | https://arxiv.org/abs/2401.05252v1 | Overall | 0 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | KV-Edit | https://arxiv.org/abs/2502.17363v1 | CLIPSIM | 25.63 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | KV-Edit | https://arxiv.org/abs/2502.17363v1 | Structure Distance | 1.98 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | KV-Edit | https://arxiv.org/abs/2502.17363v1 | Background PSNR | 35.87 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | KV-Edit | https://arxiv.org/abs/2502.17363v1 | Background LPIPS | 9.92 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Unified Attention Control+LCM | https://arxiv.org/abs/2312.04965v1 | CLIPSIM | 25.03 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Unified Attention Control+LCM | https://arxiv.org/abs/2312.04965v1 | Structure Distance | 13.78 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Unified Attention Control+LCM | https://arxiv.org/abs/2312.04965v1 | Background PSNR | 28.51 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Unified Attention Control+LCM | https://arxiv.org/abs/2312.04965v1 | Background LPIPS | 47.58 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+ViMAEdit | https://arxiv.org/abs/2410.10496v2 | CLIPSIM | 25.91 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+ViMAEdit | https://arxiv.org/abs/2410.10496v2 | Structure Distance | 12.65 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+ViMAEdit | https://arxiv.org/abs/2410.10496v2 | Background PSNR | 28.27 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+ViMAEdit | https://arxiv.org/abs/2410.10496v2 | Background LPIPS | 45.67 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2312.04965v1 | CLIPSIM | 24.89 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2312.04965v1 | Structure Distance | 14.22 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2312.04965v1 | Background PSNR | 27.52 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2312.04965v1 | Background LPIPS | 47.98 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2310.01506v2 | CLIPSIM | 25.02 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2310.01506v2 | Structure Distance | 11.65 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2310.01506v2 | Background PSNR | 27.22 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2310.01506v2 | Background LPIPS | 54.55 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Null-Text Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2211.09794v1 | CLIPSIM | 24.75 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Null-Text Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2211.09794v1 | Structure Distance | 13.44 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Null-Text Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2211.09794v1 | Background PSNR | 27.03 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Null-Text Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2211.09794v1 | Background LPIPS | 60.67 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Prompt-to-Prompt+LCM | https://arxiv.org/abs/2312.04965v1 | CLIPSIM | 24.57 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Prompt-to-Prompt+LCM | https://arxiv.org/abs/2312.04965v1 | Structure Distance | 15.61 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Prompt-to-Prompt+LCM | https://arxiv.org/abs/2312.04965v1 | Background PSNR | 26.64 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Virtual Inversion+Prompt-to-Prompt+LCM | https://arxiv.org/abs/2312.04965v1 | Background LPIPS | 55.85 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Negative-Prompt Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2305.16807v2 | CLIPSIM | 24.61 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Negative-Prompt Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2305.16807v2 | Structure Distance | 16.17 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Negative-Prompt Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2305.16807v2 | Background PSNR | 26.21 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Negative-Prompt Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2305.16807v2 | Background LPIPS | 69.01 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | StyleDiffusion+Prompt-to-Prompt | https://arxiv.org/abs/2303.15649v3 | CLIPSIM | 24.78 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | StyleDiffusion+Prompt-to-Prompt | https://arxiv.org/abs/2303.15649v3 | Structure Distance | 11.65 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | StyleDiffusion+Prompt-to-Prompt | https://arxiv.org/abs/2303.15649v3 | Background PSNR | 26.05 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | StyleDiffusion+Prompt-to-Prompt | https://arxiv.org/abs/2303.15649v3 | Background LPIPS | 66.10 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | FireFlow | https://arxiv.org/abs/2412.07517v1 | CLIPSIM | 26.02 |
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