# End-to-end answer accuracy on BFCL queries requiring merged tools

Source: [End-to-end answer accuracy on BFCL queries requiring merged tools](<https://www.sota2.com/research/sota/end-to-end-answer-accuracy-on-bfcl-queries-requiring-merged-tools>)

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

Data updated: 2026-05-12T08:20:35.002Z

Evaluation of model performance on end-to-end answer accuracy using the BFCL queries requiring merged tools dataset split.

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 | End-to-end answer accuracy |
| Dataset (including any stated split) | BFCL queries requiring merged tools |
| Metric | Number Correct |
| 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

- [Number Correct](<https://www.sota2.com/research/sota/end-to-end-answer-accuracy-on-bfcl-queries-requiring-merged-tools.md?metric=Number%20Correct>): Higher is better; unit: SCALAR.

- [E2E Accuracy](<https://www.sota2.com/research/sota/end-to-end-answer-accuracy-on-bfcl-queries-requiring-merged-tools.md?metric=E2E%20Accuracy>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Number Correct | Result date | Report paper |
| --- | --- | --- | --- |
| ToolScope + Auto-Correction | 16 | Not recorded | 68fc59573ef7ccd74e452479 |
| Dense Retrieval | 8 | Not recorded | 68fc59573ef7ccd74e452479 |
| BM25 | 6 | Not recorded | 68fc59573ef7ccd74e452479 |

### ToolScope + Auto-Correction

Number Correct: 16. Result ID: 6a02e27147f34ce924e5961e.

[Reporting paper](<https://www.sota2.com/research/paper/68fc59573ef7ccd74e452479.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fc59573ef7ccd74e452479.md>)

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

### Dense Retrieval

Number Correct: 8. Result ID: 6a02e27147f34ce924e5961d.

[Reporting paper](<https://www.sota2.com/research/paper/68fc59573ef7ccd74e452479.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa75901e209131cea68a6a.md>)

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

### BM25

Number Correct: 6. Result ID: 6a02e27147f34ce924e5961c.

[Reporting paper](<https://www.sota2.com/research/paper/68fc59573ef7ccd74e452479.md>)

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

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