Ovis2-34B: benchmark results

Provider: Alibaba. Released 2025-02-21. Access: Open.

Aggregate Rating 1594 ± 12, rank #1074 of 10916 rated models, from 589 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
Open LMM Reasoning - WeMath - Understanding of Solid Figures75.5Accuracy (%)100
OpenVLM MMBench V1.1 CN - Physical Property Reasoning86.1Accuracy (%)100
OpenVLM MMT-Bench - IEJ77.5Score (%)100
OpenVLM MMT-Bench - Image Quality Assessment90Score (%)100
OpenVLM MTVQA - Russian16.8Accuracy (%)100
OpenVLM MMBench V1.1 CN - AR93.1Accuracy (%)99.8
OpenVLM MME - Numerical Calculation192.5Score99.8
OpenVLM MMT-Bench - Equation-to-LaTeX100Score (%)99.8
OpenVLM MMT-Bench - MemU92.5Score (%)99.8
OpenVLM MMT-Bench - Visual Prompt Understanding95Score (%)99.8
OpenVLM MMBench V1.0 CN - AR89.2Accuracy (%)99.6
OpenVLM MME - Cognition742.9Score99.6

Interactive version: theaggregate.ai/model?slug=ovis2-34b · How It Works · Data refreshed daily, snapshot 2026-11-08.