When Agents Trade: Live Multi-Market Trading Benchmark for LLM Agents Paper • 2510.11695 • Published Oct 13, 2025
FinCriticalED: A Visual Benchmark for Financial Fact-Level OCR Evaluation Paper • 2511.14998 • Published Nov 19, 2025
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models Paper • 2601.03425 • Published 12 days ago • 15
All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection Paper • 2601.04160 • Published 11 days ago • 4
Same Claim, Different Judgment: Benchmarking Scenario-Induced Bias in Multilingual Financial Misinformation Detection Paper • 2601.05403 • Published 10 days ago • 9
MentraSuite: Post-Training Large Language Models for Mental Health Reasoning and Assessment Paper • 2512.09636 • Published Dec 10, 2025 • 25
PIXIU: A Large Language Model, Instruction Data and Evaluation Benchmark for Finance Paper • 2306.05443 • Published Jun 8, 2023 • 3
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications Paper • 2408.11878 • Published Aug 20, 2024 • 63
Every Activation Boosted: Scaling General Reasoner to 1 Trillion Open Language Foundation Paper • 2510.22115 • Published Oct 25, 2025 • 83
Empowering Many, Biasing a Few: Generalist Credit Scoring through Large Language Models Paper • 2310.00566 • Published Oct 1, 2023 • 1
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making Paper • 2407.06567 • Published Jul 9, 2024
MMAFFBen: A Multilingual and Multimodal Affective Analysis Benchmark for Evaluating LLMs and VLMs Paper • 2505.24423 • Published May 30, 2025 • 1
FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs Paper • 2510.08886 • Published Oct 10, 2025 • 19
From Scores to Skills: A Cognitive Diagnosis Framework for Evaluating Financial Large Language Models Paper • 2508.13491 • Published Aug 19, 2025 • 59
Me LLaMA: Foundation Large Language Models for Medical Applications Paper • 2402.12749 • Published Feb 20, 2024 • 2
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent Paper • 2412.18174 • Published Dec 24, 2024
Retrieval-augmented Large Language Models for Financial Time Series Forecasting Paper • 2502.05878 • Published Feb 9, 2025 • 40
FinTagging: An LLM-ready Benchmark for Extracting and Structuring Financial Information Paper • 2505.20650 • Published May 27, 2025 • 17
MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation Paper • 2506.14028 • Published Jun 16, 2025 • 93
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent Paper • 2412.18174 • Published Dec 24, 2024