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Papers Benchmarks Datasets Tasks

DeepResearch dataset and benchmarks · SOTA2 Research

Research Datasets

DeepResearch

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

DeepResearch Bench

58.03RACE Overall

58

Judge Agreement Accuracy

DeepResearch 1319 queries (test)

74.5Agreement Accuracy

19

Long-form deep research

DeepResearch Bench (test)

48.24Overall Score

13

Question Answering

DeepResearch

44.7HotpotQA Score

12

DeepResearch benchmark

53.4Average Score

8

Multimodal Report Generation

DeepResearch Bench

3.72DLB

7

Multi-hop Question Answering

DeepResearch-9K 29 (test)

0.45P-hat

6

Multi-agent communication

DeepResearch

44.21Token Reduction

2

Open-domain web search trajectory diagnosis

DeepResearch-9K

47.8Omega

1

Popular tasks

Deep Research Multi-hop Question Answering Question Answering Long-form deep research Judge Agreement Accuracy

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