Ovis2-4B: benchmark results

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

Aggregate Rating 1497 ± 19, rank #2409 of 10916 rated models, from 536 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
OpenVLM MMT-Bench - Body Emotion Recognition80Score (%)100
OpenVLM MMT-Bench - PLP56.2Score (%)100
OpenVLM MMT-Bench - Fashion Recognition90Score (%)99
OpenVLM MMT-Bench - AUD69Score (%)98.8
OpenVLM MMT-Bench - Color Contrast85Score (%)98.8
OpenVLM Q-Bench - What (Distortion)82.7Accuracy (%)98.7
OpenVLM MMT-Bench - IEJ65Score (%)98.3
OpenVLM OCRBench - Text Recognition95Correct Answers (%)98.2
OpenVLM MMT-Bench - Pixel Localization55Score (%)98.1
OpenVLM MTVQA - Korean37.5Accuracy (%)98.1
OpenVLM MMBench V1.1 CN - Identity Reasoning100Accuracy (%)97.9
OpenVLM OCRBench - Key Information Extraction93.5Correct Answers (%)97.9

Interactive version: theaggregate.ai/model?slug=ovis2-4b · How It Works · Data refreshed daily, snapshot 2026-11-08.