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Benchmarks
Image Generation on ImageNet 256x256 1k (test val)
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1.93
FID
SA-Solver
1.6892
3.3146
4.94
6.5654
Sep 10, 2023
Feb 22, 2024
Aug 6, 2024
Jan 18, 2025
Jul 3, 2025
Dec 15, 2025
May 30, 2026
FID
Inception Score
CLIP Score
RA
Updated 1d ago
Evaluation Results
Method
Method
Links
FID
Inception Score
CLIP Score
RA
SA-Solver
Architecture=Min-SNR D...
2023.09
1.93
-
-
-
SA-Solver
Architecture=DiT, NFE=...
2023.09
2.02
-
-
-
Heun
Architecture=Min-SNR D...
2023.09
2.06
-
-
-
DDPM
Architecture=DiT, NFE=...
2023.09
2.27
-
-
-
VRPO
Training Speed=2.3×
2026.05
4.12
302.7
78.1
76
REG
Training Speed=1.5×
2026.05
5.74
289.1
76.2
72
REPA
Training Speed=1.4×
2026.05
5.93
285.6
75.5
70
SiT
Training Speed=1.2×
2026.05
6.84
274.5
73.8
64
DiT
Training Speed=1.0×
2026.05
7.95
260.3
72.4
61
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