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
DME
VLB provides a robust and comprehensive assessment for LVLMs with reduced data contamination and flexible complexity. Based on LlavaBench and MMvet, we have curated two more challenging versions of the datasets: LlavaBench_hard and MMvet_hard. These are the hardest multimodal combinations.
Evaluation context and evidence
- Source
- OpenCompass Hub
- Publisher
- SJTU, Shanghai AI Laboratory, etc.
- Benchmark release
- 2024-10-11
- Collected
- 2026-08-18
- Modality
- multimodal
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.
Original sources
Reported results 0
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.