AI/ML●●●Banger
LOAB – AI agents get decisions right but skip the process [pdf]
Frontier models hit 67-75% outcome accuracy but only 25-42% on process compliance.
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shubh-chat
103mo ago
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ParseBench – Document parsing benchmark for AI agents
by pierre·Apr 13, 2026·9 points·5 comments
AI Analysis
●●●BangerBig BrainDark Horse
First benchmark measuring semantic correctness over text similarity for document parsing.
Strengths
- •Five evaluation dimensions catch failures text-similarity metrics miss
- •Head-to-head comparison tool reveals where each parser wins
- •Cost vs quality charts show LlamaParse at 1.2¢/page leading
Weaknesses
- •Leaderboard dominance by LlamaParse may discourage alternative approaches
- •169K rules could be overfit to specific document types
Category
Target Audience
AI developers, document parsing teams, ML engineers
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HELM · GLUE
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