# Theme Distribution on Finance Out-of-domain

Source: [Theme Distribution on Finance Out-of-domain](<https://www.sota2.com/research/sota/theme-distribution-on-finance-out-of-domain>)

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

Data updated: 2026-02-26T05:31:07.628Z

Evaluation of Theme Distribution performance on the Finance Out-of-domain dataset, reporting Accuracy (Acc) and Normalized Mutual Information (NMI).

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 | Theme Distribution |
| Dataset (including any stated split) | Finance Out-of-domain |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 4 of 4 |
| 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/theme-distribution-on-finance-out-of-domain.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [NMI](<https://www.sota2.com/research/sota/theme-distribution-on-finance-out-of-domain.md?metric=NMI>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| CATCH | 55.8 | Not recorded | 69520ad653fdd5c36173d2dd |
| GRM | 39.1 | Not recorded | 69520ad653fdd5c36173d2dd |
| GRand | 24.6 | Not recorded | 69520ad653fdd5c36173d2dd |
| GSP | 23.3 | Not recorded | 69520ad653fdd5c36173d2dd |

### CATCH

Accuracy: 55.8. Result ID: 6996af8f5698665ec4f9bfdc.

[Reporting paper](<https://www.sota2.com/research/paper/69520ad653fdd5c36173d2dd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69520ad653fdd5c36173d2dd.md>)

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

### GRM

Accuracy: 39.1. Result ID: 6996af8f5698665ec4f9bfda.

[Reporting paper](<https://www.sota2.com/research/paper/69520ad653fdd5c36173d2dd.md>)

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

### GRand

Accuracy: 24.6. Result ID: 6996af8f5698665ec4f9bfd9.

[Reporting paper](<https://www.sota2.com/research/paper/69520ad653fdd5c36173d2dd.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa7b6a1e209131cea884b0.md>)

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

### GSP

Accuracy: 23.3. Result ID: 6996af8f5698665ec4f9bfdb.

[Reporting paper](<https://www.sota2.com/research/paper/69520ad653fdd5c36173d2dd.md>)

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

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