Benchmark Almanac

Ovis1.6-Llama3.2-3B

Ovis1.6-Llama3.2-3B.

9
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Alibaba International Digital Commerce (AIDC-AI) Oct 2024

Ovis1.6-Llama3.2-3B

Open weights Small

No Epoch Capabilities Index score yet
  • OCRBench v2 38% #46 /65
  • A-Bench 75.2% #33 /116
  • MMBench-EN v1.1 76.2% #83 /178

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 71.9% #88 of 178 Official leaderboard

Vision, audio and robotics

BenchmarkScoreRankSource
A-Bench 75.2% #33 of 116 Official leaderboard
MMBench 78.5% #67 of 155 Official leaderboard
MMBench-EN v1.1 76.2% #83 of 178 Official leaderboard
MMStar 52% #95 of 173 Official leaderboard
CCBench (MMBench Chinese Culture) 36.3% #102 of 152 Official leaderboard
OCRBench v2 38% #46 of 65 Official leaderboard
KRETA 52.2% #13 of 17 Official leaderboard

Other

BenchmarkScoreRankSource
OpenVLM Leaderboard 61.4 #75 of 173 Official leaderboard