FinTradeBench: A Financial Reasoning Benchmark for LLMs

arXiv:2603.19225 · cs.CE, cs.AI, cs.CL, cs.IR, q-fin.CP · Submitted 2026-03-19 · Read on arXiv

cs.CE, cs.AI, cs.CL, cs.IR, q-fin.CP

Submitted: 2026-03-19

Updated: 2026-10-13

Terminology

• Benchmark — 4× in this paper · explained in 2 episodes
• Alignment — 1× in this paper · explained in 1 episode
• Calibration — 1× in this paper · explained in 7 episodes
• LLM judge — 1× in this paper · explained in 2 episodes
• Large Language Models (LLMs) — 1× in this paper · explained in 6 episodes

Related papers

• Constrained Sensing and Reliable State Estimation with Shallow Recurrent Decoders on a TRIGA Mark II Reactor
• Evidence-Unit Fairness and the Limits of Query-Adaptive Sparse-Dense Fusion in Financial Document Retrieval
• Chemical Chain-of-Thought Functions as a Hallucination-Prone Molecular Scratchpad
• Lightweight Adaptation of EEG Foundation Models for Stroke Motor Imagery Decoding: Domain Shift and Subject-Level Robustness
• RetroDFM-R: Reasoning-Driven Retrosynthesis Prediction with Large Language Models via Reinforcement Learning
• Strategic Investment Decision Making for Value Creation in Energy Transition: A Reinforcement Learning Approach