# Quality Evaluation on Finance Domain

Source: [Quality Evaluation on Finance Domain](<https://www.sota2.com/research/sota/quality-evaluation-on-finance-domain>)

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

Data updated: 2026-04-14T08:53:13.675Z

Evaluation of model quality within the general Finance Domain, measured across dimensions such as Specificity, Unambiguity, Domain Relevance, and Answerability.

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 | Quality Evaluation |
| Dataset (including any stated split) | Finance Domain |
| Metric | Specificity |
| Unit | SCALAR |
| Direction | Higher is better |
| Results loaded | 3 of 3 |
| 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

- [Specificity](<https://www.sota2.com/research/sota/quality-evaluation-on-finance-domain.md?metric=Specificity>): Higher is better; unit: SCALAR.

- [Unambiguity](<https://www.sota2.com/research/sota/quality-evaluation-on-finance-domain.md?metric=Unambiguity>): Higher is better; unit: SCALAR.

- [Domain Relevance](<https://www.sota2.com/research/sota/quality-evaluation-on-finance-domain.md?metric=Domain%20Relevance>): Higher is better; unit: SCALAR.

- [Answerability](<https://www.sota2.com/research/sota/quality-evaluation-on-finance-domain.md?metric=Answerability>): Higher is better; unit: SCALAR.

## Recorded results

| Method | Specificity | Result date | Report paper |
| --- | --- | --- | --- |
| TimeSeriesExamAgent | 8.29 | Not recorded | 69ddca377d0172140ec79b8d |
| FinMME | 8.1 | Not recorded | 69ddca377d0172140ec79b8d |
| MTBench | 6.88 | Not recorded | 69ddca377d0172140ec79b8d |

### TimeSeriesExamAgent

Specificity: 8.29. Result ID: 69de007447f34ce924c58d20.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca377d0172140ec79b8d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69ddca377d0172140ec79b8d.md>)

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

### FinMME

Specificity: 8.1. Result ID: 69de007447f34ce924c58d1e.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca377d0172140ec79b8d.md>)

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

### MTBench

Specificity: 6.88. Result ID: 69de007447f34ce924c58d1f.

[Reporting paper](<https://www.sota2.com/research/paper/69ddca377d0172140ec79b8d.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa77951e209131cea7425a.md>)

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

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