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Benchmarks
Class-conditional Image Synthesis on ImageNet 256x256 (train test)
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1.96
FID
SiT-XL/2 + REPA
1.9092
2.2521
2.595
2.9379
Apr 21, 2026
FID
sFID
IS
Precision
Recall
Updated 1mo ago
Evaluation Results
Method
Method
Links
FID
sFID
IS
Precision
Recall
SiT-XL/2 + REPA
Epochs=200
2026.04
1.96
4.49
264
82
60
PFT-XL/2 + REPA + look-ahead
Epochs=200
2026.04
2
4.32
284.1
81
61
SiT-XL/2
Epochs=1400
2026.04
2.06
4.5
270.3
82
59
DiT-XL/2
Epochs=1400
2026.04
2.27
4.6
278.2
83
57
MaskDiT
Epochs=1600
2026.04
2.28
5.67
276.6
80
61
SD-DiT
Epochs=480
2026.04
3.23
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