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Papers Benchmarks Datasets Tasks

Multimodal long-horizon complex reasoning research benchmarks · SOTA2 Research

Multimodal long-horizon complex reasoning

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Claude-4.6-Sonnet-Thinking

55.6Score

16

Jun 16, 2026

Claude-4.6-Sonnet-Thinking

71.3Score

16

Jun 16, 2026

Claude-4.6-Sonnet-Thinking

81.3Score

15

Jun 16, 2026

Gemini-3.1-Pro-Preview

25.1Score

13

Jun 16, 2026

Claude-4.6-Sonnet-Thinking

41.1Score

13

Jun 16, 2026

35.6Score

12

Jun 16, 2026

Popular datasets

LiveVQA MM-BrowseComp BrowseComp-VL MM Search HLE-VL

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