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multimodal benchmark

OmniGAIA

OmniGAIA evaluates multimodal perception and reasoning in agentic contexts, testing a model's ability to process diverse inputs and perform complex multi-step reasoning tasks.

Updated Aug 11, 2026

Models1
Model coverage1
MetricScore
EvidenceB

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OmniGAIA Ranking

Higher score ranks better on this benchmark.

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1XIMiMo-V2-OmniXiaomi49.8%100.0%1CAug 11, 2026

OmniGAIA Highlights

The leading models and scores on this benchmark.

Rank #1MiMo-V2-Omni49.8%

What is OmniGAIA?

What OmniGAIA measures and how its scores work.

OmniGAIA evaluates multimodal perception and reasoning in agentic contexts, testing a model's ability to process diverse inputs and perform complex multi-step reasoning tasks.

Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.

Family
OmniGAIA
Modality
multimodal
Primary category
multimodal
Score direction
higher
LLMBoard eligible
No
Evaluation key
omnigaia|llm-stats-current

Benchmark scores retain their original unit. Overall score eligibility is shown separately.

FAQ

Common questions about OmniGAIA.

Which model scores highest on OmniGAIA?

MiMo-V2-Omni is currently ranked first with 49.8%.

What does OmniGAIA measure?

OmniGAIA evaluates multimodal perception and reasoning in agentic contexts, testing a model's ability to process diverse inputs and perform complex multi-step reasoning tasks.

Is a higher score better?

Yes. Higher values rank better for this benchmark.

How many models are compared?

1 model results are currently shown.

Does this benchmark affect the overall score?

No. This benchmark is shown for reference but does not contribute to the overall score.

Rankings

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Modalities

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