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Benchmarks
Image Generation on 1024x1024
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1.16
Speedup
SparVAR
0.9936
1.0368
1.08
1.1232
Feb 4, 2026
Speedup
Latency (ms)
Throughput (it/s)
Torch Memory (GB)
NV Memory (GB)
PSNR
SSIM
LPIPS
Updated 4d ago
Evaluation Results
Method
Method
Links
Speedup
Latency (ms)
Throughput (it/s)
Torch Memory (GB)
NV Memory (GB)
PSNR
SSIM
LPIPS
SparVAR
#Scales=14, Resolution...
2026.02
1.16
383.11
-
19.29
26.98
21.157
0.735
0.24
FastVAR
#Scales=14, Resolution...
2026.02
1.11
403.33
-
19.33
25.72
20.85
0.704
0.316
HART
#Scales=14, FlashAtten...
2026.02
1
446.3
-
19.35
27.93
-
-
-
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