AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
OpenCompass Hub
A benchmark for evaluating MLLMs' alignment with human preferences. It includes 252 high-quality, human-annotated samples with diverse image types and open-ended questions. Modeled after Arena-style benchmarks, it uses GPT-4o as the judge model and Claude-Sonnet-3 as the reference model.
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
This source record has no numeric results in our collection. That does not mean a score of zero or that no public results exist. Consult the original resources above.