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 > Text-based Image Editing | PIE-Bench | FireFlow | https://arxiv.org/abs/2412.07517v1 | Structure Distance | 27.1 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | FireFlow | https://arxiv.org/abs/2412.07517v1 | Background PSNR | 23.03 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | FireFlow | https://arxiv.org/abs/2412.07517v1 | Background LPIPS | 123.6 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+MasaCtrl | https://arxiv.org/abs/2310.01506v2 | CLIPSIM | 24.38 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+MasaCtrl | https://arxiv.org/abs/2310.01506v2 | Structure Distance | 24.70 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+MasaCtrl | https://arxiv.org/abs/2310.01506v2 | Background PSNR | 22.64 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+MasaCtrl | https://arxiv.org/abs/2310.01506v2 | Background LPIPS | 87.94 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Plug-and-Play | https://arxiv.org/abs/2310.01506v2 | CLIPSIM | 25.41 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Plug-and-Play | https://arxiv.org/abs/2310.01506v2 | Structure Distance | 24.29 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Plug-and-Play | https://arxiv.org/abs/2310.01506v2 | Background PSNR | 22.46 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Plug-and-Play | https://arxiv.org/abs/2310.01506v2 | Background LPIPS | 106.06 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Plug-and-Play | https://arxiv.org/abs/2211.12572v1 | CLIPSIM | 25.41 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Plug-and-Play | https://arxiv.org/abs/2211.12572v1 | Structure Distance | 28.22 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Plug-and-Play | https://arxiv.org/abs/2211.12572v1 | Background PSNR | 22.28 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Plug-and-Play | https://arxiv.org/abs/2211.12572v1 | Background LPIPS | 113.46 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+MasaCtrl | https://arxiv.org/abs/2304.08465v1 | CLIPSIM | 23.96 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+MasaCtrl | https://arxiv.org/abs/2304.08465v1 | Structure Distance | 28.38 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+MasaCtrl | https://arxiv.org/abs/2304.08465v1 | Background PSNR | 22.17 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+MasaCtrl | https://arxiv.org/abs/2304.08465v1 | Background LPIPS | 106.62 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Pix2Pix-Zero | https://arxiv.org/abs/2310.01506v2 | CLIPSIM | 23.31 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Pix2Pix-Zero | https://arxiv.org/abs/2310.01506v2 | Structure Distance | 49.22 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Pix2Pix-Zero | https://arxiv.org/abs/2310.01506v2 | Background PSNR | 21.53 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | Direct Inversion+Pix2Pix-Zero | https://arxiv.org/abs/2310.01506v2 | Background LPIPS | 138.98 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Pix2Pix-Zero | https://arxiv.org/abs/2302.03027v1 | CLIPSIM | 22.80 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Pix2Pix-Zero | https://arxiv.org/abs/2302.03027v1 | Structure Distance | 61.68 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Pix2Pix-Zero | https://arxiv.org/abs/2302.03027v1 | Background PSNR | 20.44 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Pix2Pix-Zero | https://arxiv.org/abs/2302.03027v1 | Background LPIPS | 172.22 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2208.01626v1 | CLIPSIM | 25.01 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2208.01626v1 | Structure Distance | 69.43 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2208.01626v1 | Background PSNR | 17.87 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | DDIM Inversion+Prompt-to-Prompt | https://arxiv.org/abs/2208.01626v1 | Background LPIPS | 208.80 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | FireFlow (Add Q) | https://arxiv.org/abs/2412.07517v1 | CLIPSIM | 27.33 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | FireFlow (Add Q) | https://arxiv.org/abs/2412.07517v1 | Structure Distance | 70.9 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | FireFlow (Add Q) | https://arxiv.org/abs/2412.07517v1 | Background PSNR | 16.49 |
10-shot image generation > Text-to-Image Generation > Text-based Image Editing | PIE-Bench | FireFlow (Add Q) | https://arxiv.org/abs/2412.07517v1 | Background LPIPS | 239.4 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | LCDG | https://arxiv.org/abs/2305.11520v6 | FID | 20.27 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | LCDG (Color, evaluated under image palette) | https://arxiv.org/abs/2305.11520v6 | FID | 20.61 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | LCDG (Color, evaluated under image palette) | https://arxiv.org/abs/2305.11520v6 | CLIP Score | 0.2580 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | LCDG (Mask) | https://arxiv.org/abs/2305.11520v6 | FID | 20.94 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | LCDG (Mask) | https://arxiv.org/abs/2305.11520v6 | CLIP Score | 0.2617 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | LCDG (Edge) | https://arxiv.org/abs/2305.11520v6 | FID | 21.02 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | T2I-Adapter (Sketch) | https://arxiv.org/abs/2305.11520v6 | FID | 21.72 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | T2I-Adapter (Sketch) | https://arxiv.org/abs/2305.11520v6 | CLIP Score | 0.2580 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | T2I-Adapter (Color, evaluated under image palette) | https://arxiv.org/abs/2305.11520v6 | FID | 26.54 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | T2I-Adapter (Color, evaluated under image palette) | https://arxiv.org/abs/2305.11520v6 | CLIP Score | 0.2613 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | SD (text) | https://arxiv.org/abs/2305.11520v6 | FID | 27.99 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | SD (text) | https://arxiv.org/abs/2305.11520v6 | CLIP Score | 0.2673 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | ControlNet (HED Edge) | https://arxiv.org/abs/2305.11520v6 | FID | 28.09 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | ControlNet (HED Edge) | https://arxiv.org/abs/2305.11520v6 | CLIP Score | 0.2525 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO 2017 val | T2I-Adapter (Color, evaluated under color stroke) | https://arxiv.org/abs/2305.11520v6 | FID | 30.84 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | MIGC | https://arxiv.org/abs/2402.05408v2 | mIoU | 0.56 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | COCO-MIG | ReCo | https://arxiv.org/abs/2211.15518v1 | mIoU | 0.49 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | Sana | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 54.22 |
10-shot 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 |
10-shot image generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis | MIMIC-CXR | RadEdit | https://arxiv.org/abs/2505.10496v1 | FID (RadDino) | 69.69 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot 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 |
10-shot image generation > Deblurring | . | 1 | https://arxiv.org/abs/2201.09302v1 | 10 Images, 4*4 Stitching, Exact Accuracy | 2 |
10-shot image generation > Deblurring | RealBlur-J | AdaRevD | https://arxiv.org/abs/2406.09135v1 | SSIM (sRGB) | 0.944 |
10-shot image generation > Deblurring | RealBlur-J | AdaRevD | https://arxiv.org/abs/2406.09135v1 | PSNR (sRGB) | 33.96 |
10-shot image generation > Deblurring | RealBlur-J | MLWNet | https://arxiv.org/abs/2401.00027v2 | SSIM (sRGB) | 0.941 |
10-shot image generation > Deblurring | RealBlur-J | MLWNet | https://arxiv.org/abs/2401.00027v2 | PSNR (sRGB) | 33.84 |
10-shot image generation > Deblurring | RealBlur-J | ID-Blau (Stripformer) | https://arxiv.org/abs/2312.10998v2 | SSIM (sRGB) | 0.940 |
10-shot image generation > Deblurring | RealBlur-J | ID-Blau (Stripformer) | https://arxiv.org/abs/2312.10998v2 | PSNR (sRGB) | 33.77 |
10-shot image generation > Deblurring | RealBlur-J | ID-Blau (Stripformer) | https://arxiv.org/abs/2312.10998v2 | Params(M) | 20 |
10-shot image generation > Deblurring | RealBlur-J | ID-Blau (Restormer) | https://arxiv.org/abs/2312.10998v2 | SSIM (sRGB) | 0.937 |
10-shot image generation > Deblurring | RealBlur-J | ID-Blau (Restormer) | https://arxiv.org/abs/2312.10998v2 | PSNR (sRGB) | 33.11 |
10-shot image generation > Deblurring | RealBlur-J | ALGNet | https://arxiv.org/abs/2403.20106v2 | SSIM (sRGB) | 0.946 |
10-shot image generation > Deblurring | RealBlur-J | ALGNet | https://arxiv.org/abs/2403.20106v2 | PSNR (sRGB) | 32.94 |
10-shot image generation > Deblurring | RealBlur-J | LoFormer | https://arxiv.org/abs/2407.16993v1 | SSIM (sRGB) | 0.933 |
10-shot image generation > Deblurring | RealBlur-J | LoFormer | https://arxiv.org/abs/2407.16993v1 | PSNR (sRGB) | 32.90 |
10-shot image generation > Deblurring | RealBlur-J | ID-Blau (FFTformer) | https://arxiv.org/abs/2312.10998v2 | SSIM (sRGB) | 0.934 |
10-shot image generation > Deblurring | RealBlur-J | ID-Blau (FFTformer) | https://arxiv.org/abs/2312.10998v2 | PSNR (sRGB) | 32.88 |
10-shot image generation > Deblurring | RealBlur-J | MAXIM | https://arxiv.org/abs/2201.02973v2 | SSIM (sRGB) | 0.935 |
10-shot image generation > Deblurring | RealBlur-J | MAXIM | https://arxiv.org/abs/2201.02973v2 | PSNR (sRGB) | 32.84 |
10-shot image generation > Deblurring | RealBlur-J | MAXIM | https://arxiv.org/abs/2201.02973v2 | Params(M) | 22.2 |
10-shot image generation > Deblurring | RealBlur-J | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | SSIM (sRGB) | 0.933 |
10-shot image generation > Deblurring | RealBlur-J | DeepRFT+ | https://arxiv.org/abs/2111.11745v2 | PSNR (sRGB) | 32.63 |
10-shot image generation > Deblurring | RealBlur-J | FFTformer | https://arxiv.org/abs/2211.12250v1 | SSIM (sRGB) | 0.9326 |
10-shot image generation > Deblurring | RealBlur-J | FFTformer | https://arxiv.org/abs/2211.12250v1 | PSNR (sRGB) | 32.62 |
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