BigFinanceBench is a workflow-grounded benchmark of 928 financial research tasks with point-weighted rubrics, where the best of ten tested agents scores 58.8% on derivation quality.
ToolComp: A multi-tool reasoning & process supervision benchmark.arXiv preprint arXiv:2501.01290,
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ToolPRM provides fine-grained intra-call process supervision via a new dataset and reward model, outperforming outcome and coarse-grained alternatives on function-calling benchmarks.
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BigFinanceBench: A Workflow-Grounded Benchmark for Financial-Research Agents
BigFinanceBench is a workflow-grounded benchmark of 928 financial research tasks with point-weighted rubrics, where the best of ten tested agents scores 58.8% on derivation quality.
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ToolPRM: Fine-Grained Inference Scaling of Structured Outputs for Function Calling
ToolPRM provides fine-grained intra-call process supervision via a new dataset and reward model, outperforming outcome and coarse-grained alternatives on function-calling benchmarks.