Higgs
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Two-sample testing | HIGGS | Test Power100 | 56 | |
| Classification | Higgs 30K subsamples | Accuracy72.73 | 44 | |
| Two-Sample Test | Higgs alpha=0.05 (test) | Test Power100 | 42 | |
| Binary Classification | Higgs (test) | AUC84.6713 | 30 | |
| Classification | Higgs | Accuracy76.3 | 26 | |
| Classification | Higgs (train) | Accuracy76.6 | 21 | |
| Classification | HIGGS 10% (test) | AUC85.9 | 20 | |
| Classification | Higgs | ERR23.28 | 19 | |
| Classification | Higgs | ROC-AUC0.7644 | 15 | |
| Binary Classification | HIGGS small (test) | Accuracy (%)74.8 | 15 | |
| Binary Classification | Higgs | Total Time (s)24.45 | 14 | |
| Binary Classification | Higgs | Loss0.2794 | 13 | |
| Binary Classification | Higgs (HI) | Accuracy73.11 | 9 | |
| Binary classification | HIGGS 200k samples (test) | Error Rate27.1 | 8 | |
| Classification | higgs | Cohen's Kappa0.79 | 8 | |
| Evasion attack verification | higgs 10,000 examples (test) | Speedup13.7 | 8 | |
| Classification | higgs | Balanced Accuracy73.798 | 7 | |
| Tabular Classification | Higgs (test) | MCE0.4881 | 6 | |
| Change-point detection | Higgs | RI0.97 | 6 | |
| Change-point detection | Higgs | F1-score76 | 6 | |
| Binary classification | HIGGS 11M instances (test) | Accuracy69.68 | 5 | |
| Classification | HIGGS (test) | Accuracy71.8 | 5 | |
| Particle Physics Process Classification | HIGGS 100k (test) | Accuracy77.88 | 5 | |
| Particle Physics Process Classification | HIGGS 10k (test) | Accuracy74.04 | 5 | |
| Particle Physics Process Classification | HIGGS 1k (test) | Accuracy69.47 | 5 |
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