# Formula Prediction on Enron (test)

Source: [Formula Prediction on Enron (test)](<https://www.sota2.com/research/sota/formula-prediction-on-enron-test>)

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

Data updated: 2026-02-26T05:45:30.559Z

Evaluation of models on the Formula Prediction task using the test split of the Enron dataset, measured by Formula, Sketch, and Range metrics.

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 | Formula Prediction |
| Dataset (including any stated split) | Enron (test) |
| Metric | Formula Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 6 of 6 |
| 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

- [Formula Score](<https://www.sota2.com/research/sota/formula-prediction-on-enron-test.md?metric=Formula%20Score>): Higher is better; unit: PERCENT.

- [Sketch Score](<https://www.sota2.com/research/sota/formula-prediction-on-enron-test.md?metric=Sketch%20Score>): Higher is better; unit: PERCENT.

- [Range Score](<https://www.sota2.com/research/sota/formula-prediction-on-enron-test.md?metric=Range%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Formula Score | Result date | Report paper |
| --- | --- | --- | --- |
| FORTAP | 55.8 | Not recorded | 68fa6c1a1e209131cea32324 |
| TUTA | 48.5 | Not recorded | 68fa6c1a1e209131cea32324 |
| TaPEx | 43.2 | Not recorded | 68fa6c1a1e209131cea32324 |
| SpreadsheetCoder | 40.4 | Not recorded | 68fa6c1a1e209131cea32324 |
| FORTAP | 40 | Not recorded | 68fa6c1a1e209131cea32324 |
| TUTA | 29.8 | Not recorded | 68fa6c1a1e209131cea32324 |

### FORTAP

Formula Score: 55.8. Result ID: 698ed428ffc3901de0a1d047.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1a1e209131cea32324.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1a1e209131cea32324.md>)

[Implementation](<https://github.com/microsoft/TUTA_table_understanding>)

Recorded evaluation configuration: {"Training Data Size":"100%"}. This record does not assert independent reproduction.

### TUTA

Formula Score: 48.5. Result ID: 698ed428ffc3901de0a1d046.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1a1e209131cea32324.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a5c1e209131cea27b48.md>)

Recorded evaluation configuration: {"Training Data Size":"100%"}. This record does not assert independent reproduction.

### TaPEx

Formula Score: 43.2. Result ID: 698ed428ffc3901de0a1d045.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1a1e209131cea32324.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6bfe1e209131cea31836.md>)

[Implementation](<https://github.com/microsoft/Table-Pretraining>)

Recorded evaluation configuration: {"Training Data Size":"100%"}. This record does not assert independent reproduction.

### SpreadsheetCoder

Formula Score: 40.4. Result ID: 698ed428ffc3901de0a1d044.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1a1e209131cea32324.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a451e209131cea27311.md>)

Recorded evaluation configuration: {"Training Data Size":"100%"}. This record does not assert independent reproduction.

### FORTAP

Formula Score: 40. Result ID: 698ed428ffc3901de0a1d043.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1a1e209131cea32324.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6c1a1e209131cea32324.md>)

[Implementation](<https://github.com/microsoft/TUTA_table_understanding>)

Recorded evaluation configuration: {"Training Data Size":"20%"}. This record does not assert independent reproduction.

### TUTA

Formula Score: 29.8. Result ID: 698ed428ffc3901de0a1d042.

[Reporting paper](<https://www.sota2.com/research/paper/68fa6c1a1e209131cea32324.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa6a5c1e209131cea27b48.md>)

Recorded evaluation configuration: {"Training Data Size":"20%"}. This record does not assert independent reproduction.

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