First-Order Logic Reasoning Leaderboard

Logic Reasoner Arena

A live leaderboard for first-order-logic reasoning agents across formal reasoning benchmarks. Under a unified zero-shot adaptive-agent protocol, models may answer directly, invoke first-order-logic solvers over multiple turns, and fall back to direct reasoning when tool calls fail.

Current Track
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Leaderboard

Model Rankings

Finished In progress
Rank Model Accuracy Samples Tool Rate Status