Benchmark Almanac

Ovis1.6-Gemma2-9B

Ovis1.6-Gemma2-9B places in the top three on ChartQA Pro.

14
Benchmarks with a score
0
Ranked first, out of five or more models
1
In the top three
Alibaba International Digital Commerce (AIDC-AI) Sep 2024

Ovis1.6-Gemma2-9B

Open weights Small

No Epoch Capabilities Index score yet
  • MM-Vet 65% #39 /164
  • SEED-Bench-2-Plus 67.9% #29 /136
  • CoreCognition 60.9% #24 /119

Where it ranks

Its best score on each benchmark, and where that ranks among every model with a score there. We rank each model once, at its best setting.

Knowledge and language

BenchmarkScoreRankSource
MMBench-CN v1.1 79.5% #50 of 178 Official leaderboard

Vision, audio and robotics

BenchmarkScoreRankSource
MMBench 83.4% #28 of 155 Official leaderboard
CoreCognition 60.9% #24 of 119 Official leaderboard
SEED-Bench-2-Plus 67.9% #29 of 136 Official leaderboard
MM-Vet 65% #39 of 164 Official leaderboard
MMBench-EN v1.1 81.5% #44 of 178 Official leaderboard
MMStar 62.9% #44 of 173 Official leaderboard
ChartQA Pro 26.8% #2 of 7 Official leaderboard
MathVista 67.2% #14 of 43 Official leaderboard
A-Bench 74.4% #38 of 116 Official leaderboard
CCBench (MMBench Chinese Culture) 51.8% #63 of 152 Official leaderboard
KRETA 58.4% #10 of 17 Official leaderboard
MATH-Vision (MathVision) 18.8% #91 of 105 Official leaderboard

Other

BenchmarkScoreRankSource
OpenVLM Leaderboard 68.8 #41 of 173 Official leaderboard