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9.22k
Image Generation > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Counting
0.63
Image Generation > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Colors
0.80
Image Generation > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Position
0.39
Image Generation > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Color Attri.
0.51
Image Generation > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Overall
0.69
Image Generation > Text-to-Image Generation
GenEval
Und. and Gen. Show-o (Ours)
https://arxiv.org/abs/2408.12528v6
Overall
0.68
Image Generation > Text-to-Image Generation
GenEval
Emu3
https://arxiv.org/abs/2409.18869v1
Overall
0.66
Image Generation > Text-to-Image Generation
GenEval
SnapGen
https://arxiv.org/abs/2412.09619v1
Overall
0.66
Image Generation > Text-to-Image Generation
GenEval
JanusFlow
https://arxiv.org/abs/2411.07975v2
Overall
0.63
Image Generation > Text-to-Image Generation
GenEval
PixArt-Σ
https://arxiv.org/abs/2403.04692v2
Overall
0.53
Image Generation > Text-to-Image Generation
GenEval
DiffMoE-E16-T2I-Flow (w SFT)
https://arxiv.org/abs/2503.14487v1
Overall
0.51
Image Generation > Text-to-Image Generation
GenEval
PIXART-δ
https://arxiv.org/abs/2401.05252v1
Overall
0
Image Generation > Text-to-Image Generation
Flickr-8k
SSC+SKD
https://arxiv.org/abs/2309.11127v1
LPIPS
0.697
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
KV-Edit
https://arxiv.org/abs/2502.17363v1
CLIPSIM
25.63
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
KV-Edit
https://arxiv.org/abs/2502.17363v1
Structure Distance
1.98
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
KV-Edit
https://arxiv.org/abs/2502.17363v1
Background PSNR
35.87
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
KV-Edit
https://arxiv.org/abs/2502.17363v1
Background LPIPS
9.92
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
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
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
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
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Virtual Inversion+ViMAEdit
https://arxiv.org/abs/2410.10496v2
CLIPSIM
25.91
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
FireFlow
https://arxiv.org/abs/2412.07517v1
CLIPSIM
26.02
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
FireFlow
https://arxiv.org/abs/2412.07517v1
Structure Distance
27.1
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
FireFlow
https://arxiv.org/abs/2412.07517v1
Background PSNR
23.03
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
FireFlow
https://arxiv.org/abs/2412.07517v1
Background LPIPS
123.6
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+MasaCtrl
https://arxiv.org/abs/2310.01506v2
CLIPSIM
24.38
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
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
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
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
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
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
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
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
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
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
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
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
DDIM Inversion+MasaCtrl
https://arxiv.org/abs/2304.08465v1
CLIPSIM
23.96
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Image Generation > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
FireFlow (Add Q)
https://arxiv.org/abs/2412.07517v1
CLIPSIM
27.33
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
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
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
Image Generation > Text-to-Image Generation > Conditional Text-to-Image Synthesis
COCO 2017 val
LCDG
https://arxiv.org/abs/2305.11520v6
FID
20.27
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
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
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
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
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
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
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
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
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
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
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
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
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
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