LlamaReflect-8B-CoT-safetensors: benchmark results

Provider: Meta. Access: Open.

Aggregate Rating 1385 ± 34, rank #6705 of 10916 rated models, from 12 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Open LLM Leaderboard v1 - MMLU65.38Accuracy (%) (5-shot)84.2
Open LLM Leaderboard v1 - GSM8K44.12Accuracy (%) (5-shot)58.2
Open LLM Leaderboard v1 - WinoGrande77.58Accuracy (%) (5-shot)57
Open LLM Leaderboard v1 - HellaSwag81.82Normalized accuracy (%) (10-shot)47.2
Open CoT - LSAT Analytical Reasoning3.04CoT Gain (%)41.2
Open LLM Leaderboard v1 - TruthfulQA MC247.84MC2 (%) (0-shot)38.8
Open CoT - LSAT Logical Reasoning8.04CoT Gain (%)38.2
Open LLM Leaderboard v1 - ARC Challenge57.17Normalized accuracy (%) (25-shot)36.8
Open CoT Leaderboard3.3Average CoT Gain (%)17.6
Open CoT - LogiQA1.28CoT Gain (%)15.3
Open CoT - LogiQA 21.15CoT Gain (%)13
Open CoT - LSAT Reading Comprehension2.97CoT Gain (%)12.6

Interactive version: theaggregate.ai/model?slug=llamareflect-8b-cot-safetensors · How It Works · Data refreshed daily, snapshot 2026-11-08.