Benchmark Almanac

Ovis2-4B

Ovis2-4B.

12
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Alibaba International Digital Commerce (AIDC-AI) Feb 2025

Ovis2-4B

Open weights Small

No Epoch Capabilities Index score yet
  • MM-Vet 65.5% #35 /164
  • SEED-Bench-2-Plus 69.3% #20 /136
  • A-Bench 77.5% #13 /116

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 81% #39 of 178 Official leaderboard

Vision, audio and robotics

BenchmarkScoreRankSource
A-Bench 77.5% #13 of 116 Official leaderboard
SEED-Bench-2-Plus 69.3% #20 of 136 Official leaderboard
MMBench 83.6% #24 of 155 Official leaderboard
MM-Vet 65.5% #35 of 164 Official leaderboard
MMBench-EN v1.1 81.8% #41 of 178 Official leaderboard
MMStar 61.9% #50 of 173 Official leaderboard
CCBench (MMBench Chinese Culture) 53.1% #59 of 152 Official leaderboard
All-Angles Bench 46.6% #10 of 18 Official leaderboard
Ego3D-Bench 8.50 #7 of 11 Official leaderboard
MMMU 48% #94 of 136 Official leaderboard

Other

BenchmarkScoreRankSource
OpenVLM Leaderboard 69.8 #37 of 173 Official leaderboard