Extend benchmarks with MATH subset #28
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* Add MATH subset of m-ric/smol_agents_benchmark dataset to benchmarks
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Jan 21, 2025
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| [<img src="docs/eval/eval-plot.png" alt="Performance">](docs/eval/eval-plot.png) | ||
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| When comparing our results with smolagents using Claude 3.5 Sonnet, we observed the following outcomes (evaluation conducted on 2025-01-07, reference data [here](https://github.com/huggingface/smolagents/blob/c22fedaee17b8b966e86dc53251f210788ae5c19/examples/benchmark.ipynb)): | ||
| When comparing our results with smolagents on [m-ric/agents_medium_benchmark_2](https://huggingface.co/datasets/m-ric/agents_medium_benchmark_2) using Claude 3.5 Sonnet, we observed the following outcomes (evaluation conducted on 2025-01-07, reference data [here](https://github.com/huggingface/smolagents/blob/c22fedaee17b8b966e86dc53251f210788ae5c19/examples/benchmark.ipynb)): | ||
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| [<img src="docs/eval/eval-plot-comparison.png" alt="Performance comparison" width="60%">](docs/eval/eval-plot-comparison.png) |
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Title in the plot doesn't mention m-ric/smol_agents_benchmark. Maybe something like
freeact performance on
m-ric/agents_medium_benchmark_2 (GAIA, GSM8K, SimpleQA)
ric/smol_agents_benchmark (MATH)
or similar, maybe with a better formatting/alignment?
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| [<img src="docs/eval/eval-plot.png" alt="Performance">](docs/eval/eval-plot.png) | ||
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| When comparing our results with smolagents using Claude 3.5 Sonnet, we observed the following outcomes (evaluation conducted on 2025-01-07, reference data [here](https://github.com/huggingface/smolagents/blob/c22fedaee17b8b966e86dc53251f210788ae5c19/examples/benchmark.ipynb)): | ||
| When comparing our results with smolagents on [m-ric/agents_medium_benchmark_2](https://huggingface.co/datasets/m-ric/agents_medium_benchmark_2) using Claude 3.5 Sonnet, we observed the following outcomes (evaluation conducted on 2025-01-07, reference data [here](https://github.com/huggingface/smolagents/blob/c22fedaee17b8b966e86dc53251f210788ae5c19/examples/benchmark.ipynb)): | ||
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| [<img src="docs/eval/eval-plot-comparison.png" alt="Performance comparison" width="60%">](docs/eval/eval-plot-comparison.png) |
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The changes from this README should also go into docs/evaluation.md
| | deepseek-v3 | SimpleQA | exact_match | 60.0 | | ||
| | deepseek-v3 | SimpleQA | llm_as_judge | 67.5 | | ||
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| When comparing our results with smolagents using `claude-3-5-sonnet-20241022`, we observed the following outcomes (evaluation conducted on 2025-01-07, reference data [here](https://github.com/huggingface/smolagents/blob/c22fedaee17b8b966e86dc53251f210788ae5c19/examples/benchmark.ipynb)): | ||
| When comparing our results with smolagents on [m-ric/agents_medium_benchmark_2](https://huggingface.co/datasets/m-ric/agents_medium_benchmark_2) using `claude-3-5-sonnet-20241022`, we observed the following outcomes (evaluation conducted on 2025-01-07, reference data [here](https://github.com/huggingface/smolagents/blob/c22fedaee17b8b966e86dc53251f210788ae5c19/examples/benchmark.ipynb)): | ||
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| [<img src="../docs/eval/eval-plot-comparison.png" alt="Performance comparison" width="60%">](../docs/eval/eval-plot-comparison.png) | ||
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We also need to upload the new pre-generated outputs.
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m-ric/smol_agents_benchmarkdataset to benchmarks