# Financial Open-ended QA on FinQA (test)

Source: [Financial Open-ended QA on FinQA (test)](<https://www.sota2.com/research/sota/financial-open-ended-qa-on-finqa-test>)

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

Data updated: 2026-02-26T06:06:33.371Z

Evaluation of model performance on the test split of the FinQA dataset for Financial Open-ended Question Answering, measured using Token Accuracy.

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 | Financial Open-ended QA |
| Dataset (including any stated split) | FinQA (test) |
| Metric | Token Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 16 of 16 |
| 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

- [Token Accuracy](<https://www.sota2.com/research/sota/financial-open-ended-qa-on-finqa-test.md?metric=Token%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Token Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| DEEPFUSION | 29.67 | Not recorded | 6993f6419ebc499c97409c62 |
| FedKMT | 29.57 | Not recorded | 6993f6419ebc499c97409c62 |
| FedJETS | 29.47 | Not recorded | 6993f6419ebc499c97409c62 |
| DEEPFUSION | 29.22 | Not recorded | 6993f6419ebc499c97409c62 |
| FedKMT | 29.06 | Not recorded | 6993f6419ebc499c97409c62 |
| DEEPFUSION | 29.06 | Not recorded | 6993f6419ebc499c97409c62 |
| OFA-KD | 29.04 | Not recorded | 6993f6419ebc499c97409c62 |
| FedJETS | 29.03 | Not recorded | 6993f6419ebc499c97409c62 |
| OFA-KD | 28.95 | Not recorded | 6993f6419ebc499c97409c62 |
| FedKMT | 28.93 | Not recorded | 6993f6419ebc499c97409c62 |
| OFA-KD | 28.88 | Not recorded | 6993f6419ebc499c97409c62 |
| FedJETS | 28.64 | Not recorded | 6993f6419ebc499c97409c62 |
| DEEPFUSION | 28.32 | Not recorded | 6993f6419ebc499c97409c62 |
| FedJETS | 28.28 | Not recorded | 6993f6419ebc499c97409c62 |
| FedKMT | 28.26 | Not recorded | 6993f6419ebc499c97409c62 |
| OFA-KD | 27.89 | Not recorded | 6993f6419ebc499c97409c62 |

### DEEPFUSION

Token Accuracy: 29.67. Result ID: 699a96955698665ec421b924.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

Recorded evaluation configuration: {"N":"32"}. This record does not assert independent reproduction.

### FedKMT

Token Accuracy: 29.57. Result ID: 699a96955698665ec421b91c.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76371e209131cea6be4c.md>)

Recorded evaluation configuration: {"N":"32"}. This record does not assert independent reproduction.

### FedJETS

Token Accuracy: 29.47. Result ID: 699a96955698665ec421b918.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

Recorded evaluation configuration: {"N":"32"}. This record does not assert independent reproduction.

### DEEPFUSION

Token Accuracy: 29.22. Result ID: 699a96955698665ec421b926.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

Recorded evaluation configuration: {"N":"128"}. This record does not assert independent reproduction.

### FedKMT

Token Accuracy: 29.06. Result ID: 699a96955698665ec421b91d.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76371e209131cea6be4c.md>)

Recorded evaluation configuration: {"N":"64"}. This record does not assert independent reproduction.

### DEEPFUSION

Token Accuracy: 29.06. Result ID: 699a96955698665ec421b925.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

Recorded evaluation configuration: {"N":"64"}. This record does not assert independent reproduction.

### OFA-KD

Token Accuracy: 29.04. Result ID: 699a96955698665ec421b921.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71061e209131cea4ea5e.md>)

[Implementation](<https://github.com/Hao840/OFAKD>)

Recorded evaluation configuration: {"N":"64"}. This record does not assert independent reproduction.

### FedJETS

Token Accuracy: 29.03. Result ID: 699a96955698665ec421b919.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

Recorded evaluation configuration: {"N":"64"}. This record does not assert independent reproduction.

### OFA-KD

Token Accuracy: 28.95. Result ID: 699a96955698665ec421b922.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71061e209131cea4ea5e.md>)

[Implementation](<https://github.com/Hao840/OFAKD>)

Recorded evaluation configuration: {"N":"128"}. This record does not assert independent reproduction.

### FedKMT

Token Accuracy: 28.93. Result ID: 699a96955698665ec421b91e.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76371e209131cea6be4c.md>)

Recorded evaluation configuration: {"N":"128"}. This record does not assert independent reproduction.

### OFA-KD

Token Accuracy: 28.88. Result ID: 699a96955698665ec421b920.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71061e209131cea4ea5e.md>)

[Implementation](<https://github.com/Hao840/OFAKD>)

Recorded evaluation configuration: {"N":"32"}. This record does not assert independent reproduction.

### FedJETS

Token Accuracy: 28.64. Result ID: 699a96955698665ec421b91a.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

Recorded evaluation configuration: {"N":"128"}. This record does not assert independent reproduction.

### DEEPFUSION

Token Accuracy: 28.32. Result ID: 699a96955698665ec421b923.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

Recorded evaluation configuration: {"N":"16"}. This record does not assert independent reproduction.

### FedJETS

Token Accuracy: 28.28. Result ID: 699a96955698665ec421b917.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

Recorded evaluation configuration: {"N":"16"}. This record does not assert independent reproduction.

### FedKMT

Token Accuracy: 28.26. Result ID: 699a96955698665ec421b91b.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa76371e209131cea6be4c.md>)

Recorded evaluation configuration: {"N":"16"}. This record does not assert independent reproduction.

### OFA-KD

Token Accuracy: 27.89. Result ID: 699a96955698665ec421b91f.

[Reporting paper](<https://www.sota2.com/research/paper/6993f6419ebc499c97409c62.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71061e209131cea4ea5e.md>)

[Implementation](<https://github.com/Hao840/OFAKD>)

Recorded evaluation configuration: {"N":"16"}. This record does not assert independent reproduction.

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