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SOTA Class-conditional Image Generation benchmarks and papers with code | Wizwand
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Class-conditional Image Generation
Benchmarks
Dataset Name
SOTA Method
Dataset Name
SOTA Method
Metric
Trend
Results
Last Updated
ImageNet 256x256
VAR
Inception Score (IS)
365.4
815
5d ago
ImageNet 256x256 (val)
DiTDH-XL
FID
1.13
427
3d ago
ImageNet 256x256 (train)
IAR-XXL
IS
362
345
10d ago
ImageNet 256x256 (test)
LightningDiT+IG
FID
1.07
208
3d ago
ImageNet 256x256 (train val)
SFD (XL)
FID
1.06
178
1mo ago
ImageNet
SODA
FID
2.21
158
11d ago
ImageNet 64x64
EDM2-S-autog + C2FG
FID
1.03
156
1mo ago
ImageNet 128x128
Moment Matching Alternating
FID
1.49
155
1mo ago
ImageNet 512x512
MAR-L, Diff Loss
FID
1.73
111
18d ago
ImageNet 512x512 (val)
EDM2-XXL + Autoguidance
FID (Val)
1.25
97
9d ago
ImageNet 64x64 (test)
EDM2*
FID
1.01
91
3d ago
ImageNet class-conditional 256x256 (test val)
MAR-H
FID
1.55
81
1mo ago
ImageNet (val)
DDIM-50 steps
FID
2.226
69
24d ago
ImageNet 1k (val)
RAR-XL
FID
1.48
68
1mo ago
ImageNet 512x512 (train)
RAE
FID
1.13
52
1mo ago
ImageNet-1K 256x256 (test)
RAR-XL
FID
1.5
50
1mo ago
ImageNet 512x512 (val test)
EDM2-L + DDO
FID
1.21
40
1mo ago
ImageNet 256x256 2012 (val)
LightningDiT-XL
FID
1.35
38
1mo ago
ImageNet-1K 256x256 1.0 (train)
RAE (DiTDH-XL)
gFID
1.13
35
1mo ago
ImageNet-1K 512x512 (val)
sCD-XXL
FID
1.88
33
1mo ago
ImageNet 1K 512x512 (test)
DDT-XL/2
FID
1.28
32
1mo ago
ImageNet (train/val)
EDM-2-XXL-512
FID
2.87
30
1mo ago
ImageNet 64x64 (train test)
Uni-Instruct
FID
1.02
30
1mo ago
ImageNet 256x256 2012 (train val)
EDM2-L + DDO (downsampled*)
FID (w/o G)
1.26
30
1mo ago
ImageNet 256x256 1.0 (train test)
DSMoE-3B-E16
FID
2.38
20
1mo ago
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