Benchmark Almanac

Keye-VL-2.0-30B-A3B

Keye-VL-2.0-30B-A3B ranks first on 2 of the 27 benchmarks it has scores on.

Kuaishou Released 25 May 2026 Family Keye-VL The lab's model card
28
Benchmarks with a score
2
Ranked first, out of five or more models
3
In the top three
Kuaishou May 2026

Keye-VL-2.0-30B-A3B

Open weights Mid-size

No Epoch Capabilities Index score yet
  • BFCL V4 65.7% #12 /24
  • HallusionBench 73.5% #1 /23
  • VideoMME v2 (with subtitles) 42.4% #5 /6

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
HallusionBench 73.5% #1 of 23 Model card
IFEval 92.2% #16 of 126 Model card
C-Eval 89.2% #19 of 38 Model card
Humanity's Last Exam 22.9% #91 of 147 Model card

Math and science

BenchmarkScoreRankSource
AIME 2025 86.7% #66 of 143 Model card
AIME 2026 93.3% #19 of 34 Model card

Coding

BenchmarkScoreRankSource
OJBench 71.5% #1 of 12 Model card
LiveCodeBench v6 77.1% #37 of 76 Model card
SWE-bench Verified 62% #103 of 150 Model card

Agents and tools

BenchmarkScoreRankSource
tau2-bench 82.6% #27 of 69 Model card
BFCL V4 65.7% #12 of 24 Model card
VITA-Bench 33.1% #9 of 12 Model card

Vision, audio and robotics

BenchmarkScoreRankSource
OmniDocBench v1.5 84.7 #2 of 13 Model card
MathVista 82.9% #19 of 64 Model card
We-Math 75.5% #4 of 11 Model card
MMMU 75.3% #38 of 97 Model card
DynaMath 80.9% #7 of 17 Model card
MMStar 75.9% #14 of 30 Model card
PixMo-Count 83.5% #1 of 2 Model card
LongVideoBench 74.1% #6 of 11 Model card
AI2D 87.8% #27 of 44 Model card
MLVU 82.8% #10 of 16 Model card
Video-MME 78.3% #27 of 42 Model card
OCRBench 85.7% #19 of 28 Model card
Video-MMMU 80% #22 of 30 Model card
RefCOCO / RefCOCO+ / RefCOCOg 88.1% #14 of 19 Model card
EmbSpatialBench 83.2% #8 of 10 Model card
VideoMME v2 (with subtitles) 42.4% #5 of 6 Model card

Its launch post

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

Its system card

Every result in the longer documents the lab published with it.

Hallucination