DeepMind and Artificial Analysis Launch MKA Multimodal Agent Benchmark
Google DeepMind and Artificial Analysis have partnered to launch MKA (Multimodal Knowledge Agent), a benchmark evaluating how well agents handle visually complex tasks such as cross-referencing blueprints and reading scientific charts, which existing evaluations do not cover. Gemini 4 Carbon ranks second on the benchmark at 6x lower average cost per task than the top model.
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Artificial Analysis (@ArtificialAnlys) · 2026-11-10 18
Great to partner with @GoogleDeepMind in bringing MKA Benchmark to Artificial Analysis
↳ 引用 @GoogleDeepMind (Google DeepMind): With @ArtificialAnlys, we built MKA (Multimodal Knowledge Agent): a benchmark for how well agents handle visually complex tasks.
Everyday professional work often uses more than just text – from cross-referencing blueprints to reading scientific charts. This is not covered by existing evaluations. Gemini 4 Carbon ranks #2, at 6x lower average cost per task than the top model. →