Meerkat-8B: benchmark results

Provider: Other.

Aggregate Rating 1522 ± 33, rank #2048 of 10916 rated models, from 15 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
MedPRMBench (Step Probability)55.3PRMScore (%): mean of the F1 for erroneous steps and the F1 72.7
SurgiQ - Critical Care and Emergency58.98Critical care and emergency surgery questions (590): accurac55.9
SurgiQ - Orthopedic Surgery52.99Orthopedic surgery questions (1,189): accuracy (%) on SurgiQ54.4
SurgiQ - General Surgery56.72General surgery questions (6,948): accuracy (%) on SurgiQ's 50
SurgiQ - Negative55.76Negative (all-except) questions (2,153): accuracy (%) on Sur50
SurgiQ56.09Micro accuracy over all 13,055 questions: accuracy (%) on Su47.1
SurgiQ - Case-Based56.05Case-based questions (6,156): accuracy (%) on SurgiQ's four-47.1
SurgiQ - Reasoning57.92Reasoning questions (2,673): accuracy (%) on SurgiQ's four-o44.1
SurgiQ - Best-Option54.1Best-option questions (2,085), several options partly correc41.2
SurgiQ - Neurosurgery55.99Neurosurgery questions (2,204): accuracy (%) on SurgiQ's fou41.2
SurgiQ - Robotic Surgery55.57Robotic surgery questions (1,643): accuracy (%) on SurgiQ's 41.2
SurgiQ - Laparoscopic Surgery54.16Laparoscopic surgery questions (493): accuracy (%) on SurgiQ38.2

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