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ResearchFormerly WizWand

Jet Classification

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

hls4ml up to 150 constituent particles

81.27Accuracy

8

May 19, 2026

Jet dataset 150-particle (test)

2,009Parameters

8

May 19, 2026

Optimal Resource SNAC-Pack

50Latency (ns)

7

May 18, 2026

LHC dataset (val)

Optimal Accuracy SNAC-Pack

63.84Accuracy

4

May 18, 2026

hls4ml LHC dataset global search

Optimal SNAC-Pack

63.84Accuracy

3

Feb 26, 2026

83.6Accuracy

3

Feb 26, 2026