HiThink Research

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1. BizFinBench BizFinBench Public

   A Business-Driven Real-World Financial Benchmark for Evaluating LLMs

   Python 170 12

2. GAGE GAGE Public

   General AI evaluation and Gauge Engine. A unified evaluation engine for LLMs, MLLMs, audio, and diffusion models.

   Python 53 8

3. BizFinBench.v2 BizFinBench.v2 Public

   [ICML 2026] BizFinBench.v2: A Unified Offline–Online Bilingual Benchmark for Expert-Level Financial Capability Evaluation of LLMs

   Python 49 4

4. MME-Finance MME-Finance Public

   [MM 2025] A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning

   Python 44 4

5. FinMTM FinMTM Public

   FinMTM: A Multi-Turn Multimodal Benchmark for Financial Reasoning and Agent Evaluation

   Python 34

6. SCMAPR SCMAPR Public

   Prompt optimization for T2V

   Python 14