# Authentication Rate Prediction on Agentic AI Message (test)

Source: [Authentication Rate Prediction on Agentic AI Message (test)](<https://www.sota2.com/research/sota/authentication-rate-prediction-on-agentic-ai-message-test>)

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

Data updated: 2026-06-02T13:37:53.828Z

Evaluation of model performance on predicting the Authentication Rate using the test split of the Agentic AI Message dataset, measured by Authentication Rate (%).

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 | Authentication Rate Prediction |
| Dataset (including any stated split) | Agentic AI Message (test) |
| Metric | Authentication Rate |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 7 of 7 |
| 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

- [Authentication Rate](<https://www.sota2.com/research/sota/authentication-rate-prediction-on-agentic-ai-message-test.md?metric=Authentication%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Authentication Rate | Result date | Report paper |
| --- | --- | --- | --- |
| efficiencyTech | 59.2 | Not recorded | 6a1e6450dbd7150506f859ba |
| salience | 55.7 | Not recorded | 6a1e6450dbd7150506f859ba |
| completePro | 55.1 | Not recorded | 6a1e6450dbd7150506f859ba |
| authorityTrad | 53.7 | Not recorded | 6a1e6450dbd7150506f859ba |
| progressFeedback | 53.2 | Not recorded | 6a1e6450dbd7150506f859ba |
| clarityAction | 52.9 | Not recorded | 6a1e6450dbd7150506f859ba |
| default (reference) | 50.3 | Not recorded | 6a1e6450dbd7150506f859ba |

### efficiencyTech

Authentication Rate: 59.2. Result ID: 6a1edbebfbc373592c1afa3e.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

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

### salience

Authentication Rate: 55.7. Result ID: 6a1edbebfbc373592c1afa42.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

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

### completePro

Authentication Rate: 55.1. Result ID: 6a1edbebfbc373592c1afa3f.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

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

### authorityTrad

Authentication Rate: 53.7. Result ID: 6a1edbebfbc373592c1afa40.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

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

### progressFeedback

Authentication Rate: 53.2. Result ID: 6a1edbebfbc373592c1afa43.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

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

### clarityAction

Authentication Rate: 52.9. Result ID: 6a1edbebfbc373592c1afa41.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

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

### default (reference)

Authentication Rate: 50.3. Result ID: 6a1edbebfbc373592c1afa44.

[Reporting paper](<https://www.sota2.com/research/paper/6a1e6450dbd7150506f859ba.md>)

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

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