Benchmark Almanac

Qwen3-VL-Embedding-8B

Qwen3-VL-Embedding-8B.

Qwen Released January 2026 Family Qwen3-VL-Embedding The lab's model card Compare with others
4
Benchmarks with a score
0
Ranked first, out of five or more models
0
In the top three
Qwen Jan 2026

Qwen3-VL-Embedding-8B

Open weights

No Epoch Capabilities Index score yet

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
MMEB-V2 77.9% #1 of 3 Lab model card
MMEB 80.1% #1 of 2 Official leaderboard
MMEB-V3 32.1% #1 of 2 Official leaderboard
ViDoRe V3 0.58 #1 of 2 Official leaderboard

Its lab's number next to a leaderboard

Where the benchmark's own leaderboard, or Epoch AI's run, also has this model. Gaps mostly come from different harnesses, effort levels and task subsets. Every pair.

Benchmark Lab says Board says Gap
MMEB-V2 77.9% MMEB-V2 All, image 80.1, video 66.1, VisDoc 83.3 (8B card table, VisDoc OOD split re-evaluated) 77.8% Leaderboard Same

Its launch post

The benchmarks the lab chose to headline, with the scores it gave.