# Top Quark Tagging on Top Quark Tagging Elliptic Regime

Source: [Top Quark Tagging on Top Quark Tagging Elliptic Regime](<https://www.sota2.com/research/sota/top-quark-tagging-on-top-quark-tagging-elliptic-regime>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

Data updated: 2026-03-10T09:05:49.678Z

Evaluation of model performance for Top Quark Tagging specifically within the Elliptic Regime conditions, measured using classification accuracy and cosine similarity.

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

| Scope | Recorded value |
| --- | --- |
| Task | Top Quark Tagging |
| Dataset (including any stated split) | Top Quark Tagging Elliptic Regime |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 2 of 2 |
| Coverage | All results currently returned for this benchmark |

Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol.

## Metrics

- [Accuracy](<https://www.sota2.com/research/sota/top-quark-tagging-on-top-quark-tagging-elliptic-regime.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Cosine Similarity](<https://www.sota2.com/research/sota/top-quark-tagging-on-top-quark-tagging-elliptic-regime.md?metric=Cosine%20Similarity>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| Spectral Discovery | 84.87 | Not recorded | 69afa5712d603e6de3e43987 |
| Augerino | 74.9 | Not recorded | 69afa5712d603e6de3e43987 |

### Spectral Discovery

Accuracy: 84.87. Result ID: 69afdee76dbb7075b9586902.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5712d603e6de3e43987.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69afa5712d603e6de3e43987.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

### Augerino

Accuracy: 74.9. Result ID: 69afdee76dbb7075b9586903.

[Reporting paper](<https://www.sota2.com/research/paper/69afa5712d603e6de3e43987.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa68d31e209131cea1e63f.md>)

Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction.

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