# Response Generation on HuggingGPT Human Evaluation Set 130 diverse requests (test)

Source: [Response Generation on HuggingGPT Human Evaluation Set 130 diverse requests (test)](<https://www.sota2.com/research/sota/response-generation-on-hugginggpt-human-evaluation-set-130-diverse-requests-test>)

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

Data updated: 2026-02-26T06:05:01.037Z

Evaluation of model Response Generation performance on the HuggingGPT Human Evaluation Set 130 diverse requests (test) split, measured by metrics such as Success Rate.

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 | Response Generation |
| Dataset (including any stated split) | HuggingGPT Human Evaluation Set 130 diverse requests (test) |
| Metric | Success Rate |
| Unit | PERCENT |
| 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

- [Success Rate](<https://www.sota2.com/research/sota/response-generation-on-hugginggpt-human-evaluation-set-130-diverse-requests-test.md?metric=Success%20Rate>): Higher is better; unit: PERCENT.

## Recorded results

| Method | Success Rate | Result date | Report paper |
| --- | --- | --- | --- |
| HuggingGPT | 63.08 | Not recorded | 68fa71551e209131cea5091f |
| HuggingGPT | 15.64 | Not recorded | 68fa71551e209131cea5091f |
| HuggingGPT | 6.92 | Not recorded | 68fa71551e209131cea5091f |

### HuggingGPT

Success Rate: 63.08. Result ID: 6991a7f43a6c31484909b2d3.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71551e209131cea5091f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71551e209131cea5091f.md>)

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

Recorded evaluation configuration: {"LLM":"GPT-3.5"}. This record does not assert independent reproduction.

### HuggingGPT

Success Rate: 15.64. Result ID: 6991a7f43a6c31484909b2d2.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71551e209131cea5091f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71551e209131cea5091f.md>)

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

Recorded evaluation configuration: {"LLM":"Vicuna-13b"}. This record does not assert independent reproduction.

### HuggingGPT

Success Rate: 6.92. Result ID: 6991a7f43a6c31484909b2d1.

[Reporting paper](<https://www.sota2.com/research/paper/68fa71551e209131cea5091f.md>)

[Method origin paper](<https://www.sota2.com/research/paper/68fa71551e209131cea5091f.md>)

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

Recorded evaluation configuration: {"LLM":"Alpaca-13b"}. This record does not assert independent reproduction.

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