Higgs
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Two-sample testing | HIGGS | Test Power100 | 56 | |
| Two-Sample Test | Higgs alpha=0.05 (test) | Test Power100 | 42 | |
| Binary Classification | Higgs (test) | AUC84.6713 | 30 | |
| Classification | HIGGS 10% (test) | AUC85.9 | 20 | |
| Binary Classification | HIGGS small (test) | Accuracy (%)74.8 | 15 | |
| Binary Classification | Higgs | Total Time (s)24.45 | 14 | |
| Binary Classification | Higgs | Loss0.2794 | 13 | |
| Classification | Higgs | ERR23.28 | 11 | |
| Binary Classification | Higgs (HI) | Accuracy73.11 | 9 | |
| Classification | higgs | Cohen's Kappa0.79 | 8 | |
| Evasion attack verification | higgs 10,000 examples (test) | Speedup13.7 | 8 | |
| Classification | higgs | Balanced Accuracy73.798 | 7 | |
| 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 | |
| Classification | HIGGS | Accuracy71.5 | 5 | |
| Dimensionality Reduction | HIGGS | Trustworthiness0.979 | 4 | |
| Dimensionality Reduction | HIGGS | Metric- | 0 |
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