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9.22k
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
FuseDream (k=5, 256)
https://arxiv.org/abs/2112.01573v1
Inception score
34.26
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
FuseDream (k=10, 256)
https://arxiv.org/abs/2112.01573v1
FID
21.89
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
FuseDream (k=10, 256)
https://arxiv.org/abs/2112.01573v1
Inception score
34.67
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
AttnGAN+CL
https://arxiv.org/abs/2107.02423v2
FID
23.93
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
AttnGAN+CL
https://arxiv.org/abs/2107.02423v2
Inception score
25.70
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
CogView2(6B, Finetuned)
https://arxiv.org/abs/2204.14217v2
FID
24
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
OP-GAN
https://arxiv.org/abs/1910.13321v2
FID
24.70
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
OP-GAN
https://arxiv.org/abs/1910.13321v2
Inception score
27.88
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
OP-GAN
https://arxiv.org/abs/1910.13321v2
SOA-C
35.85
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DM-GAN (256 x 256)
https://arxiv.org/abs/2111.12417v1
FID
26.0
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DM-GAN (256 x 256)
https://arxiv.org/abs/2111.12417v1
Inception score
32.2
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
Lafite (zero-shot)
https://arxiv.org/abs/2111.13792v3
FID
26.94
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
Lafite (zero-shot)
https://arxiv.org/abs/2111.13792v3
Inception score
26.02
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
Lafite (zero-shot)
https://arxiv.org/abs/2111.13792v3
FID-1
22.97
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
Lafite (zero-shot)
https://arxiv.org/abs/2111.13792v3
FID-8
14.79
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
Lafite (zero-shot)
https://arxiv.org/abs/2111.13792v3
FID-2
18.70
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
Lafite (zero-shot)
https://arxiv.org/abs/2111.13792v3
FID-4
15.72
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
CogView
https://arxiv.org/abs/2105.13290v3
FID
27.1
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
CogView
https://arxiv.org/abs/2105.13290v3
Inception score
18.2
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
CogView
https://arxiv.org/abs/2105.13290v3
FID-1
19.4
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
CogView
https://arxiv.org/abs/2105.13290v3
FID-8
23.6
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
CogView
https://arxiv.org/abs/2105.13290v3
FID-2
13.9
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
CogView
https://arxiv.org/abs/2105.13290v3
FID-4
19.4
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
CogView (256 x 256)
https://arxiv.org/abs/2111.12417v1
FID
27.1
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
CogView (256 x 256)
https://arxiv.org/abs/2111.12417v1
Inception score
18.2
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DALL-E (256 x 256)
https://arxiv.org/abs/2111.12417v1
FID
27.5
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DALL-E (256 x 256)
https://arxiv.org/abs/2111.12417v1
Inception score
17.9
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DALL-E (12B)
https://arxiv.org/abs/2211.12561v2
FID
28
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
AttnGAN + VICTR
https://arxiv.org/abs/2010.03182v3
FID
29.26
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
AttnGAN + VICTR
https://arxiv.org/abs/2010.03182v3
Inception score
28.18
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
Vanilla CM3
https://arxiv.org/abs/2211.12561v2
FID
29.5
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DM-GAN + VICTR
https://arxiv.org/abs/2010.03182v3
FID
32.37
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DM-GAN + VICTR
https://arxiv.org/abs/2010.03182v3
Inception score
32.37
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DM-GAN
http://arxiv.org/abs/1904.01310v1
FID
32.64
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DM-GAN
http://arxiv.org/abs/1904.01310v1
Inception score
30.49
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DM-GAN
http://arxiv.org/abs/1904.01310v1
SOA-C
33.44
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
AttnGAN + OP
http://arxiv.org/abs/1901.00686v1
FID
33.35
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
AttnGAN + OP
http://arxiv.org/abs/1901.00686v1
Inception score
24.76
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
AttnGAN + OP
http://arxiv.org/abs/1901.00686v1
SOA-C
25.46
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
AttnGAN (256 x 256)
https://arxiv.org/abs/2111.12417v1
FID
35.2
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
AttnGAN (256 x 256)
https://arxiv.org/abs/2111.12417v1
Inception score
23.3
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
L-Verse-CC
https://arxiv.org/abs/2111.11133v10
FID
37.2
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
L-Verse-CC
https://arxiv.org/abs/2111.11133v10
FID-1
31.6
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
L-Verse-CC
https://arxiv.org/abs/2111.11133v10
FID-8
21.1
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
L-Verse-CC
https://arxiv.org/abs/2111.11133v10
FID-2
25.7
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
L-Verse-CC
https://arxiv.org/abs/2111.11133v10
FID-4
21.4
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
L-Verse
https://arxiv.org/abs/2111.11133v10
FID
45.8
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
L-Verse
https://arxiv.org/abs/2111.11133v10
FID-1
41.9
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
L-Verse
https://arxiv.org/abs/2111.11133v10
FID-8
29.83
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
L-Verse
https://arxiv.org/abs/2111.11133v10
FID-2
35.5
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
L-Verse
https://arxiv.org/abs/2111.11133v10
FID-4
30.2
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
StackGAN + OP
http://arxiv.org/abs/1901.00686v1
FID
55.30
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
StackGAN + OP
http://arxiv.org/abs/1901.00686v1
Inception score
12.12
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
StackGAN-v1
http://arxiv.org/abs/1710.10916v3
FID
74.05
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
StackGAN-v1
http://arxiv.org/abs/1710.10916v3
Inception score
8.45
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
DF-GAN (256 x 256)
https://arxiv.org/abs/2111.12417v1
Inception score
18.7
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
StackGAN + VICTR
https://arxiv.org/abs/2010.03182v3
Inception score
10.38
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO (Common Objects in Context)
ChatPainter
http://arxiv.org/abs/1802.08216v1
Inception score
9.74
1 Image, 2*2 Stitchi > Text-to-Image Generation
MS-COCO
AttnGAN
http://arxiv.org/abs/1711.10485v1
Inception score
25.89
1 Image, 2*2 Stitchi > Text-to-Image Generation
MS-COCO
AttnGAN
http://arxiv.org/abs/1711.10485v1
FID
35.49
1 Image, 2*2 Stitchi > Text-to-Image Generation
MS-COCO
AttnGAN
http://arxiv.org/abs/1711.10485v1
SOA-C
25.88
1 Image, 2*2 Stitchi > Text-to-Image Generation
MS-COCO
Muse-3B (zero-shot)
https://arxiv.org/abs/2301.00704v1
FID
7.88
1 Image, 2*2 Stitchi > Text-to-Image Generation
T2I-CompBench
Emu3
https://arxiv.org/abs/2409.18869v1
Color
0.7913
1 Image, 2*2 Stitchi > Text-to-Image Generation
T2I-CompBench
Emu3
https://arxiv.org/abs/2409.18869v1
Shape
0.5846
1 Image, 2*2 Stitchi > Text-to-Image Generation
T2I-CompBench
Emu3
https://arxiv.org/abs/2409.18869v1
Texture
0.7422
1 Image, 2*2 Stitchi > Text-to-Image Generation
T2I-CompBench
PixArt-a
https://arxiv.org/abs/2310.00426v3
Color
0.6886
1 Image, 2*2 Stitchi > Text-to-Image Generation
T2I-CompBench
PixArt-a
https://arxiv.org/abs/2310.00426v3
Shape
0.5582
1 Image, 2*2 Stitchi > Text-to-Image Generation
T2I-CompBench
PixArt-a
https://arxiv.org/abs/2310.00426v3
Texture
0.7044
1 Image, 2*2 Stitchi > Text-to-Image Generation
T2I-CompBench
PixArt-a
https://arxiv.org/abs/2310.00426v3
Spatial
0.2082
1 Image, 2*2 Stitchi > Text-to-Image Generation
T2I-CompBench
PixArt-a
https://arxiv.org/abs/2310.00426v3
Non-Spatial
0.3179
1 Image, 2*2 Stitchi > Text-to-Image Generation
T2I-CompBench
PixArt-a
https://arxiv.org/abs/2310.00426v3
Complex
0.4117
1 Image, 2*2 Stitchi > Text-to-Image Generation
DPG
Lumina-Image 2.0
https://arxiv.org/abs/2503.21758v1
Overall
87.2
1 Image, 2*2 Stitchi > Text-to-Image Generation
DPG
MetaQuery-XL
https://arxiv.org/abs/2504.06256v1
Overall
82.05
1 Image, 2*2 Stitchi > Text-to-Image Generation
Conceptual Captions
Contextual RQ-Transformer
https://arxiv.org/abs/2206.04452v1
FID
9.80
1 Image, 2*2 Stitchi > Text-to-Image Generation
Conceptual Captions
RQ-Transformer
https://arxiv.org/abs/2203.01941v2
FID
12.33
1 Image, 2*2 Stitchi > Text-to-Image Generation
Conceptual Captions
LDM-4
https://arxiv.org/abs/2112.10752v2
FID
17.01
1 Image, 2*2 Stitchi > Text-to-Image Generation
Conceptual Captions
Image-BART
https://arxiv.org/abs/2108.08827v1
FID
22.61
1 Image, 2*2 Stitchi > Text-to-Image Generation
Conceptual Captions
VQ-GAN
https://arxiv.org/abs/2012.09841v3
FID
28.86
1 Image, 2*2 Stitchi > Text-to-Image Generation
Colors
BiLSTMS on color generation
https://arxiv.org/abs/2311.06542v3
Validation Accuracy
85
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
RAT-Diffusion
https://arxiv.org/abs/2410.01638v1
FID
9.52
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
RAT-Diffusion
https://arxiv.org/abs/2410.01638v1
Inception score
4.35
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
VQ-Diffusion-F
https://arxiv.org/abs/2111.14822v3
FID
14.1
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
VQ-Diffusion-B
https://arxiv.org/abs/2111.14822v3
FID
14.88
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
VQ-Diffusion-S
https://arxiv.org/abs/2111.14822v3
FID
14.95
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
RAT-GAN
https://arxiv.org/abs/2204.10482v1
FID
16.04
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
RAT-GAN
https://arxiv.org/abs/2204.10482v1
Inception score
4.09
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
StackGAN-v2
http://arxiv.org/abs/1710.10916v3
FID
48.68
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
StackGAN-v2
http://arxiv.org/abs/1710.10916v3
Inception score
3.26
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
StackGAN-v1
http://arxiv.org/abs/1710.10916v3
FID
55.28
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
StackGAN-v1
http://arxiv.org/abs/1710.10916v3
Inception score
3.2
1 Image, 2*2 Stitchi > Text-to-Image Generation
Oxford 102 Flowers
StackGAN
http://arxiv.org/abs/1612.03242v2
Inception score
3.2
1 Image, 2*2 Stitchi > Text-to-Image Generation
GeNeVA (CoDraw)
LatteGAN
https://arxiv.org/abs/2112.13985v2
F1-score
77.51± 0.52
1 Image, 2*2 Stitchi > Text-to-Image Generation
GeNeVA (CoDraw)
LatteGAN
https://arxiv.org/abs/2112.13985v2
rsim
54.16± 0.21
1 Image, 2*2 Stitchi > Text-to-Image Generation
GeNeVA (CoDraw)
GeNeVA-GAN
https://arxiv.org/abs/1811.09845v3
F1-score
58.83
1 Image, 2*2 Stitchi > Text-to-Image Generation
GeNeVA (CoDraw)
GeNeVA-GAN
https://arxiv.org/abs/1811.09845v3
rsim
35.41
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO
Parti Finetuned
https://arxiv.org/abs/2206.10789v1
FID
3.22
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO
CM3Leon-7B
https://arxiv.org/abs/2309.02591v1
FID
4.88
1 Image, 2*2 Stitchi > Text-to-Image Generation
COCO
Parti
https://arxiv.org/abs/2206.10789v1
FID
7.23
1 Image, 2*2 Stitchi > Text-to-Image Generation
Multi-Modal-CelebA-HQ
Swinv2-Imagen
https://arxiv.org/abs/2210.09549v1
FID
10.31
1 Image, 2*2 Stitchi > Text-to-Image Generation
Multi-Modal-CelebA-HQ
Lafite
https://arxiv.org/abs/2111.13792v3
FID
12.54