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Benchmarks
Image Generation on 1024x1024
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145.6
Latency (ms)
BADiff
133.572
214.761
295.95
377.139
Oct 24, 2025
Nov 10, 2025
Nov 27, 2025
Dec 14, 2025
Dec 31, 2025
Jan 17, 2026
Feb 4, 2026
Latency (ms)
Speedup
Throughput (it/s)
Torch Memory (GB)
NV Memory (GB)
PSNR
SSIM
LPIPS
FID
Updated 9d ago
Evaluation Results
Method
Method
Links
Latency (ms)
Speedup
Throughput (it/s)
Torch Memory (GB)
NV Memory (GB)
PSNR
SSIM
LPIPS
FID
BADiff
bpp=0.8–1.2
2025.10
145.6
-
-
-
-
-
-
-
17.8
PNDM+LIC
bpp=0.8–1.2
2025.10
192.5
-
-
-
-
-
-
-
20.1
DDPM+LIC
bpp=0.8–1.2
2025.10
228.7
-
-
-
-
-
-
-
21.5
SparVAR
#Scales=14, Resolution...
2026.02
383.11
1.16
-
19.29
26.98
21.157
0.735
0.24
-
FastVAR
#Scales=14, Resolution...
2026.02
403.33
1.11
-
19.33
25.72
20.85
0.704
0.316
-
HART
#Scales=14, FlashAtten...
2026.02
446.3
1
-
19.35
27.93
-
-
-
-
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