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Papers Benchmarks Datasets Tasks

Multimodal Agent Task research benchmarks · SOTA2 Research

Multimodal Agent Task

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

23.85Average@4

40

May 12, 2026

VisualToolBench

46.5Average@4

40

May 12, 2026

43.72Average@4

24

Mar 13, 2026

47.75Average@4

24

Mar 13, 2026

47.17Success Rate (Level 1)

10

Jun 12, 2026

Popular datasets

GAIA TIR-Bench VisualToolBench MMSearch-Plus AgentVista

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