Qwen 2 VL 7B: benchmark results

Alibaba's Apache-2.0 7B vision-language model (August 2024) handling image, multi-image, and video input at a cost-effective size. Provider: Alibaba. Released 2024-08-29. Access: Open.

Aggregate Rating 1511 ± 6, rank #750 of 1656 rated models, from 1313 benchmark results.

Strongest benchmark results

BenchmarkScoreMetricPercentile
GeoMMBench - Spatial62.2Micro-averaged accuracy (%) on the spatial relation question100
MEGA-Bench Task - VLN English Next Step40Task Score (%)100
MEGA-Bench Task - Weather Info Parsing97.2Task Score (%)100
OpenRef - Negative Rejection90.9N3R (0-100), negative relative rejection reliability: mean o100
OpenVLM VCR75.6Overall Jaccard (%)100
OpenVLM VCR - Chinese Easy78.4Jaccard (%)100
OpenVLM VCR - Chinese Hard43.8Jaccard (%)100
OpenVLM VCR - English Easy93.8Jaccard (%)100
OpenVLM MMT-Bench - Traffic Sign Understanding100Score (%)99.8
OpenVLM MMT-Bench - Religious Recognition90Score (%)99.5
OpenVLM MMT-Bench - Pixel Localization60Score (%)99.3
MEGA-Bench Task - Autorater Subject71.4Task Score (%)98.8

Interactive version: theaggregate.ai/model?slug=qwen-2-vl-7b · How It Works · Data refreshed daily, snapshot 2026-10-20.