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Dataset · Hugging Face

FINAL-Bench/Metacognitive

FINAL Bench: Functional Metacognitive Reasoning Benchmark "Not how much AI knows — but whether it knows what it doesn't know, and can fix it." --- Overview FINAL Bench (Frontier Intelligence Nexus for AGI-Level Verification) is the first comprehensive benchmark for evaluating functional metacognition in Large Language Models (LLMs). Unlike existing benchmarks (MMLU, HumanEval, GPQA) that measure only final-answer accuracy, FINAL Bench evaluates… See the full description on the dataset page: https://huggingface.co/datasets/FINAL-Bench/Metacognitive.

Author / organizationFINAL-Bench
License (as declared)apache-2.0
Downloads421 (as reported by Hugging Face)
Likes108
Created21 February 2026
Last updated at source27 February 2026
functional-metacognitionself-correctionreasoningbenchmarkerror-recoverydeclarative-procedural-gapcognitive-biasTICOSAGI-evaluationLLM-evaluationmetacognition
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