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Inference Latency Benchmarking on ITS Runtime Benchmark Policy B
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0.8
Latency (ms)
DeepSets
-181.412
1,048.519
2,278.45
3,508.381
Feb 14, 2026
Latency (ms)
Speedup
Updated 4d ago
Evaluation Results
Method
Method
Links
Latency (ms)
Speedup
DeepSets
Params (M)=0.09, Batch...
2026.02
0.8
5,719
Transformer
Params (M)=4.08, Batch...
2026.02
1.2
3,785
Picture CNN (U-Net)
Params (M)=6.12, Batch...
2026.02
1.95
2,342
Set Transformer
Params (M)=0.54, Batch...
2026.02
2.44
1,870
1D CNN + Transformer
Params (M)=8.32, Batch...
2026.02
4.59
993
K-medoids
Batch size=1, Hardware...
2026.02
18.18
251
Greedy
Batch size=1, Hardware...
2026.02
54.19
84
K-means
Batch size=1, Hardware...
2026.02
105.88
43
NSGA-II
Batch size=1, Hardware...
2026.02
4,556.1
1
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