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9.22k
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
MindOmni
https://arxiv.org/abs/2505.13031v1
Counting
0.71
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
MindOmni
https://arxiv.org/abs/2505.13031v1
Colors
0.90
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
MindOmni
https://arxiv.org/abs/2505.13031v1
Position
0.71
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
MindOmni
https://arxiv.org/abs/2505.13031v1
Color Attri.
0.71
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
MindOmni
https://arxiv.org/abs/2505.13031v1
Overall
0.83
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Single Obj.
0.99
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Two Obj.
0.93
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Counting
0.79
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Colors
0.89
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Position
0.49
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Color Attri.
0.70
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
UniWorld-V1
https://arxiv.org/abs/2506.03147v3
Overall
0.80
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
SANA-1.5 4.8B (+ Inference Scaling)
https://arxiv.org/abs/2501.18427v4
Overall
0.80
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Janus-Pro-7B
https://arxiv.org/abs/2501.17811v1
Overall
0.80
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
MetaQuery-XL (Rewrite)
https://arxiv.org/abs/2504.06256v1
Overall
0.80
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Show-o [xie2024show] PARM It. DPO PARM
https://arxiv.org/abs/2501.13926v1
Overall
0.77
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Show-o [xie2024show] Ft. ORM It. DPO Ft. ORM
https://arxiv.org/abs/2501.13926v1
Overall
0.75
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Janus-Pro-1B
https://arxiv.org/abs/2501.17811v1
Overall
0.73
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Lumina-Image 2.0
https://arxiv.org/abs/2503.21758v1
Overall
0.73
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
SANA-1.5 4.8B
https://arxiv.org/abs/2501.18427v4
Single Obj.
0.99
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
SANA-1.5 4.8B
https://arxiv.org/abs/2501.18427v4
Two Obj.
0.85
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
SANA-1.5 4.8B
https://arxiv.org/abs/2501.18427v4
Overall
0.72
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Single Obj.
0.96
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Two Obj.
0.83
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Counting
0.63
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Colors
0.80
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Position
0.39
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Color Attri.
0.51
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Fluid (10.5B)
https://arxiv.org/abs/2410.13863v1
Overall
0.69
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Und. and Gen. Show-o (Ours)
https://arxiv.org/abs/2408.12528v6
Overall
0.68
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
Emu3
https://arxiv.org/abs/2409.18869v1
Overall
0.66
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
SnapGen
https://arxiv.org/abs/2412.09619v1
Overall
0.66
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
JanusFlow
https://arxiv.org/abs/2411.07975v2
Overall
0.63
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
PixArt-Σ
https://arxiv.org/abs/2403.04692v2
Overall
0.53
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
DiffMoE-E16-T2I-Flow (w SFT)
https://arxiv.org/abs/2503.14487v1
Overall
0.51
1 Image, 2*2 Stitchi > Text-to-Image Generation
GenEval
PIXART-δ
https://arxiv.org/abs/2401.05252v1
Overall
0
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
KV-Edit
https://arxiv.org/abs/2502.17363v1
CLIPSIM
25.63
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
KV-Edit
https://arxiv.org/abs/2502.17363v1
Structure Distance
1.98
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
KV-Edit
https://arxiv.org/abs/2502.17363v1
Background PSNR
35.87
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
KV-Edit
https://arxiv.org/abs/2502.17363v1
Background LPIPS
9.92
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Virtual Inversion+ViMAEdit
https://arxiv.org/abs/2410.10496v2
CLIPSIM
25.91
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Virtual Inversion+ViMAEdit
https://arxiv.org/abs/2410.10496v2
Structure Distance
12.65
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Virtual Inversion+ViMAEdit
https://arxiv.org/abs/2410.10496v2
Background PSNR
28.27
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Virtual Inversion+ViMAEdit
https://arxiv.org/abs/2410.10496v2
Background LPIPS
45.67
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Virtual Inversion+Prompt-to-Prompt
https://arxiv.org/abs/2312.04965v1
CLIPSIM
24.89
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+Prompt-to-Prompt
https://arxiv.org/abs/2310.01506v2
CLIPSIM
25.02
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
StyleDiffusion+Prompt-to-Prompt
https://arxiv.org/abs/2303.15649v3
CLIPSIM
24.78
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
StyleDiffusion+Prompt-to-Prompt
https://arxiv.org/abs/2303.15649v3
Structure Distance
11.65
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
StyleDiffusion+Prompt-to-Prompt
https://arxiv.org/abs/2303.15649v3
Background PSNR
26.05
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
StyleDiffusion+Prompt-to-Prompt
https://arxiv.org/abs/2303.15649v3
Background LPIPS
66.10
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
FireFlow
https://arxiv.org/abs/2412.07517v1
CLIPSIM
26.02
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
FireFlow
https://arxiv.org/abs/2412.07517v1
Structure Distance
27.1
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
FireFlow
https://arxiv.org/abs/2412.07517v1
Background PSNR
23.03
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
FireFlow
https://arxiv.org/abs/2412.07517v1
Background LPIPS
123.6
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+MasaCtrl
https://arxiv.org/abs/2310.01506v2
CLIPSIM
24.38
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+MasaCtrl
https://arxiv.org/abs/2310.01506v2
Structure Distance
24.70
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+MasaCtrl
https://arxiv.org/abs/2310.01506v2
Background PSNR
22.64
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+MasaCtrl
https://arxiv.org/abs/2310.01506v2
Background LPIPS
87.94
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+Plug-and-Play
https://arxiv.org/abs/2310.01506v2
CLIPSIM
25.41
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
DDIM Inversion+Plug-and-Play
https://arxiv.org/abs/2211.12572v1
CLIPSIM
25.41
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > 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
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
DDIM Inversion+MasaCtrl
https://arxiv.org/abs/2304.08465v1
CLIPSIM
23.96
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
DDIM Inversion+MasaCtrl
https://arxiv.org/abs/2304.08465v1
Structure Distance
28.38
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
DDIM Inversion+MasaCtrl
https://arxiv.org/abs/2304.08465v1
Background PSNR
22.17
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
DDIM Inversion+MasaCtrl
https://arxiv.org/abs/2304.08465v1
Background LPIPS
106.62
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+Pix2Pix-Zero
https://arxiv.org/abs/2310.01506v2
CLIPSIM
23.31
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+Pix2Pix-Zero
https://arxiv.org/abs/2310.01506v2
Structure Distance
49.22
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+Pix2Pix-Zero
https://arxiv.org/abs/2310.01506v2
Background PSNR
21.53
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
Direct Inversion+Pix2Pix-Zero
https://arxiv.org/abs/2310.01506v2
Background LPIPS
138.98
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
DDIM Inversion+Pix2Pix-Zero
https://arxiv.org/abs/2302.03027v1
CLIPSIM
22.80
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
DDIM Inversion+Pix2Pix-Zero
https://arxiv.org/abs/2302.03027v1
Structure Distance
61.68
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
DDIM Inversion+Pix2Pix-Zero
https://arxiv.org/abs/2302.03027v1
Background PSNR
20.44
1 Image, 2*2 Stitchi > Text-to-Image Generation > Text-based Image Editing
PIE-Bench
DDIM Inversion+Pix2Pix-Zero
https://arxiv.org/abs/2302.03027v1
Background LPIPS
172.22