Ovis2-1B: benchmark results

Provider: Alibaba. Released 2025-03-12. Access: Open.

Aggregate Rating 1373 ± 18, rank #7071 of 10916 rated models, from 539 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
OpenVLM OCRBench - Text Recognition96.33Correct Answers (%)99.1
OpenVLM MMT-Bench - 3D62.5Score (%)98.8
OpenVLM MMT-Bench - Color Contrast85Score (%)98.8
OpenVLM MMT-Bench - 3D CAD Recognition80Score (%)98.5
OpenVLM MMT-Bench - Musical Instrument Recognition100Score (%)98.3
OpenVLM OCRBench - Key Information Extraction93Correct Answers (%)96.5
OpenVLM MMT-Bench - Animal Keypoint Detection50Score (%)96.4
OpenVLM MMT-Bench - Traffic Light Understanding100Score (%)96.4
OpenVLM MMT-Bench - Science58.3Score (%)96.1
OpenVLM MMT-Bench - Chart VQA80Score (%)93.9
OpenVLM MMT-Bench - Relation Hallucination85Score (%)93.9
OpenVLM MMT-Bench - 3D Indoor Recognition45Score (%)91.5

Interactive version: theaggregate.ai/model?slug=ovis2-1b · How It Works · Data refreshed daily, snapshot 2026-11-08.