Our finding is that Logistic Regression is still a very strong baseline for detecting fraudulent Japanese financial statements, matching frontier models like Claude3.7, R1, o4-mini. Room for future improvement! GitHub: https://
github.com/SakanaAI/EDINE
T-Bench
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HuggingFace: https://
huggingface.co/datasets/Sakan
aAI/EDINET-Bench
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Logistic Regression Matches Frontier Models for Japanese Financial Fraud Detection
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