Jet classification on hls4ml up to 150 constituent particles
81.27AccuracyTransformer
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Transformersorting strategy=pT sorted2025.10 | 81.27 | 0.9589 | 42.02 | |
| SAL-Tsorting strategy=kT sorted2025.10 | 81.18 | 0.9593 | 40.78 | |
| Linformersorting strategy=kT sorted2025.10 | 81 | 0.9585 | 38.41 | |
| Interaction network2025.10 | 80.05 | 0.9128 | 22.01 | |
| Linformersorting strategy=pT sorted2025.10 | 79.9 | 0.9545 | 28.06 | |
| Deep set2025.10 | 79.65 | 0.8336 | 7.41 | |
| SAL-Tsorting strategy=pT sorted2025.10 | 78.82 | 0.95 | 23.45 | |
| MLP2025.10 | 53.09 | 0.8054 | 3.66 |