# Tool Use Evaluation on GTM

Source: [Tool Use Evaluation on GTM](<https://www.sota2.com/research/sota/tool-use-evaluation-on-gtm>)

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

Data updated: 2026-02-26T05:35:50.501Z

Evaluation of model performance on tool use capabilities using the GTM dataset, measured by the Average score.

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 | Tool Use Evaluation |
| Dataset (including any stated split) | GTM |
| Metric | Average Score |
| Unit | PERCENT |
| Direction | Higher is better |
| Results loaded | 11 of 11 |
| 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

- [Average Score](<https://www.sota2.com/research/sota/tool-use-evaluation-on-gtm.md?metric=Average%20Score>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Average Score | Result date | Report paper |
| --- | --- | --- | --- |
| GTM-1.5B | 89.4 | Not recorded | 69326755d6b0dd3342934552 |
| Qwen2.5-14B-Instruct | 85.8 | Not recorded | 69326755d6b0dd3342934552 |
| Qwen2.5-7B-Instruct | 83 | Not recorded | 69326755d6b0dd3342934552 |
| InternLM2.5-20B | 69.4 | Not recorded | 69326755d6b0dd3342934552 |
| Llama-3.2-3B-Instruct | 68.3 | Not recorded | 69326755d6b0dd3342934552 |
| Qwen2.5-3B-Instruct | 65.3 | Not recorded | 69326755d6b0dd3342934552 |
| Qwen2.5-1.5B-Instruct | 61.2 | Not recorded | 69326755d6b0dd3342934552 |
| Qwen2.5-0.5B-Instruct | 45.1 | Not recorded | 69326755d6b0dd3342934552 |
| Llama-3.2-1B-Instruct | 39.8 | Not recorded | 69326755d6b0dd3342934552 |
| InternLM2.5-7B | 39.2 | Not recorded | 69326755d6b0dd3342934552 |
| InternLM2.5-1.8B | 10.8 | Not recorded | 69326755d6b0dd3342934552 |

### GTM-1.5B

Average Score: 89.4. Result ID: 69962f425698665ec470f8ea.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

[Method origin paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"1.5B"}. This record does not assert independent reproduction.

### Qwen2.5-14B-Instruct

Average Score: 85.8. Result ID: 69962f425698665ec470f8e4.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"14B"}. This record does not assert independent reproduction.

### Qwen2.5-7B-Instruct

Average Score: 83. Result ID: 69962f425698665ec470f8e3.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction.

### InternLM2.5-20B

Average Score: 69.4. Result ID: 69962f425698665ec470f8e9.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"20B"}. This record does not assert independent reproduction.

### Llama-3.2-3B-Instruct

Average Score: 68.3. Result ID: 69962f425698665ec470f8e6.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"3B"}. This record does not assert independent reproduction.

### Qwen2.5-3B-Instruct

Average Score: 65.3. Result ID: 69962f425698665ec470f8e2.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"3B"}. This record does not assert independent reproduction.

### Qwen2.5-1.5B-Instruct

Average Score: 61.2. Result ID: 69962f425698665ec470f8e1.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"1.5B"}. This record does not assert independent reproduction.

### Qwen2.5-0.5B-Instruct

Average Score: 45.1. Result ID: 69962f425698665ec470f8e0.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"0.5B"}. This record does not assert independent reproduction.

### Llama-3.2-1B-Instruct

Average Score: 39.8. Result ID: 69962f425698665ec470f8e5.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"1B"}. This record does not assert independent reproduction.

### InternLM2.5-7B

Average Score: 39.2. Result ID: 69962f425698665ec470f8e8.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"7B"}. This record does not assert independent reproduction.

### InternLM2.5-1.8B

Average Score: 10.8. Result ID: 69962f425698665ec470f8e7.

[Reporting paper](<https://www.sota2.com/research/paper/69326755d6b0dd3342934552.md>)

Recorded evaluation configuration: {"Model Size":"1.8B"}. This record does not assert independent reproduction.

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