# Spreadsheet Question Answering on FRTR-Bench full 1.0

Source: [Spreadsheet Question Answering on FRTR-Bench full 1.0](<https://www.sota2.com/research/sota/spreadsheet-question-answering-on-frtr-bench-full-1-0>)

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

Data updated: 2026-02-26T05:31:01.576Z

Evaluation of model performance on the FRTR-Bench full 1.0 dataset for Spreadsheet Question Answering, measured using Accuracy and Latency.

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 | Spreadsheet Question Answering |
| Dataset (including any stated split) | FRTR-Bench full 1.0 |
| Metric | Accuracy |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 12 of 12 |
| 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/spreadsheet-question-answering-on-frtr-bench-full-1-0.md?metric=Accuracy>): Higher is better; unit: PERCENT.

- [Latency (s)](<https://www.sota2.com/research/sota/spreadsheet-question-answering-on-frtr-bench-full-1-0.md?metric=Latency%20(s)>): Lower is better; unit: TIME.

## Recorded results

| Method | Accuracy | Result date | Report paper |
| --- | --- | --- | --- |
| FRTR | 74 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| FRTR | 73 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| FRTR | 67 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| FRTR | 56 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| FRTR | 51 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| FRTR | 49 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| SpreadsheetLLM | 24 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| SpreadsheetLLM | 23 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| SpreadsheetLLM | 21 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| SpreadsheetLLM | 18 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| SpreadsheetLLM | 13 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |
| SpreadsheetLLM | 6 | Not recorded | 6967232ce25ad2fa9d1ec2b5 |

### FRTR

Accuracy: 74. Result ID: 699688795698665ec4d0f1d4.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### FRTR

Accuracy: 73. Result ID: 699688795698665ec4d0f1d2.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"GPT-5"}. This record does not assert independent reproduction.

### FRTR

Accuracy: 67. Result ID: 699688795698665ec4d0f1d6.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"Gemini 2.5 Pro"}. This record does not assert independent reproduction.

### FRTR

Accuracy: 56. Result ID: 699688795698665ec4d0f1d8.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"LLaMA Maverick-17B"}. This record does not assert independent reproduction.

### FRTR

Accuracy: 51. Result ID: 699688795698665ec4d0f1da.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"GPT-OSS-120B"}. This record does not assert independent reproduction.

### FRTR

Accuracy: 49. Result ID: 699688795698665ec4d0f1d0.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

[Method origin paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"GPT-4o"}. This record does not assert independent reproduction.

### SpreadsheetLLM

Accuracy: 24. Result ID: 699688795698665ec4d0f1d7.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"Gemini 2.5 Pro"}. This record does not assert independent reproduction.

### SpreadsheetLLM

Accuracy: 23. Result ID: 699688795698665ec4d0f1d9.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"LLaMA Maverick-17B"}. This record does not assert independent reproduction.

### SpreadsheetLLM

Accuracy: 21. Result ID: 699688795698665ec4d0f1db.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"GPT-OSS-120B"}. This record does not assert independent reproduction.

### SpreadsheetLLM

Accuracy: 18. Result ID: 699688795698665ec4d0f1d3.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"GPT-5"}. This record does not assert independent reproduction.

### SpreadsheetLLM

Accuracy: 13. Result ID: 699688795698665ec4d0f1d5.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"Claude Sonnet 4.5"}. This record does not assert independent reproduction.

### SpreadsheetLLM

Accuracy: 6. Result ID: 699688795698665ec4d0f1d1.

[Reporting paper](<https://www.sota2.com/research/paper/6967232ce25ad2fa9d1ec2b5.md>)

Recorded evaluation configuration: {"Backbone":"GPT-4o"}. This record does not assert independent reproduction.

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