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Jet classification on hls4ml up to 150 constituent particles
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81.27
Accuracy
Transformer
51.9628
59.5714
67.18
74.7886
Oct 24, 2025
Accuracy
ROC AUC
1/FPR@0.8TPR
Updated 15d ago
Evaluation Results
Method
Method
Links
Accuracy
ROC AUC
1/FPR@0.8TPR
Transformer
sorting strategy=pT so...
2025.10
81.27
0.9589
42.02
SAL-T
sorting strategy=kT so...
2025.10
81.18
0.9593
40.78
Linformer
sorting strategy=kT so...
2025.10
81
0.9585
38.41
Interaction network
2025.10
80.05
0.9128
22.01
Linformer
sorting strategy=pT so...
2025.10
79.9
0.9545
28.06
Deep set
2025.10
79.65
0.8336
7.41
SAL-T
sorting strategy=pT so...
2025.10
78.82
0.95
23.45
MLP
2025.10
53.09
0.8054
3.66
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