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Benchmarks
Conditional Image Generation on ImageNet 256x256 2012 (400K iterations)
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3.89
FID
DiC-XL
1.3496
18.4973
35.645
52.7927
Dec 31, 2024
FID
IS
Updated 4d ago
Evaluation Results
Method
Method
Links
FID
IS
DiC-XL
cfg=1.5, FLOPs (G)=116...
2024.12
3.89
224.2
U-ViT-XL
cfg=1.5, FLOPs (G)=113.0
2024.12
5.66
170.62
DiT-XL/2
cfg=1.5, FLOPs (G)=118.6
2024.12
6.24
150.1
DiC-XL
FLOPs (G)=116.1, Train...
2024.12
13.11
100.15
DiT-XL/2
FLOPs (G)=118.6, Train...
2024.12
20.05
66.74
DiC-B
FLOPs (G)=23.5, Traini...
2024.12
32.33
48.72
DiT-B/2
FLOPs (G)=23, Training...
2024.12
42.84
33.66
DiC-S
FLOPs (G)=5.9, Trainin...
2024.12
58.68
25.82
DiT-S/2
FLOPs (G)=6.1, Trainin...
2024.12
67.4
20.44
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