Benchmark Almanac

dots.vlm1

dots.vlm1 places in the top three on VisuLogic.

rednote hi lab (Xiaohongshu) Released 5 Aug 2025 Family dots The lab's model card
4
Benchmarks with a score
0
Ranked first, out of five or more models
1
In the top three
rednote hi lab (Xiaohongshu) Aug 2025

dots.vlm1

Open weights Flagship

No Epoch Capabilities Index score yet
  • MMMU 80.1% #7 /136

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.

Vision, audio and robotics

BenchmarkScoreRankSource
MMMU 80.1% #7 of 136 Official leaderboard
VisuLogic 32.2% #3 of 17 Official leaderboard
MMMU-Pro 70.1% #14 of 57 Official leaderboard
MATH-Vision (MathVision) 69.6% #26 of 105 Official leaderboard