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Papers Benchmarks Datasets Tasks

Insight Generation research benchmarks · SOTA2 Research

Insight Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

SCOpE-QA (Set-level)

4.45Inference Optimization Score

20

Apr 23, 2026

Internal document collections non-scientific domain Twitter & Mental Health

4.57Insight Score

20

Apr 23, 2026

Internal document collections non-scientific domain

4.46Insight Level Score

20

Apr 23, 2026

Internal document collections non-scientific domain Responsible AI Consulting 2

4.57Insight Score

20

Apr 23, 2026

Internal document collections non-scientific domain Revenue & Finance Reports

4.62Insight-level Score

20

Apr 23, 2026

Internal document collections non-scientific domain Responsible AI Consulting

4.64Insight Score

20

Apr 23, 2026

Internal document collections non-scientific domain Hotel Sales Strategies

4.52Insight Level Score

20

Apr 23, 2026

Internal document collections non-scientific domain Finance Investment 3

4.73Insight Score

20

Apr 23, 2026

Internal document collections Legal & Regulatory Compliance (non-scientific domain)

4.45Insight Score

20

Apr 23, 2026

Internal document collections non-scientific domain Finance Investment 2

4.67Insight Score

20

Apr 23, 2026

Internal document collections (non-scientific domain) Finance

4.67Insight Level Score

20

Apr 23, 2026

Internal document collections - Gut Health Insights non-scientific domain

4.5Insight Level Score

20

Apr 23, 2026

Internal Document Collections Climate Change Policy

4.34Insight-level Score

20

Apr 23, 2026

Internal document collections (non-scientific domain) - Climate Change Awareness

4.72Insight Score

20

Apr 23, 2026

Internal document collections Instagram Marketing

4.76Insight Level Score

20

Apr 23, 2026

Internal document collections non-scientific domain Legal Business Analysis 1.0 (test)

4.71Insight Score

20

Apr 23, 2026

Internal non-scientific document collections Twitter & Mental Health

4.5Set-level Score (Gemini-2.5-Flash)

10

Apr 23, 2026

Internal non-scientific document collections

4.61Set-level Score (Gemini-2.5-Flash)

10

Apr 23, 2026

Internal non-scientific document collections Revenue & Finance Reports

4.65Set-level Score (Gemini-2.5-Flash)

10

Apr 23, 2026

Internal non-scientific document collections (Responsible AI Consulting)

4.5Set-level Score (Gemini-2.5-Flash Judge)

10

Apr 23, 2026

Internal non-scientific document collections Hotel Sales Strategies

4.53Set-level Score (Gemini-2.5-Flash)

10

Apr 23, 2026

Internal non-scientific document collections Finance - Investment 3

4.73Set-level Score (Gemini-2.5-Flash)

10

Apr 23, 2026

Internal non-scientific document collections (Legal & Regulatory Compliance)

4.35Set-level Score (Gemini-2.5-Flash)

10

Apr 23, 2026

Internal non-scientific document collections Finance - Investment 2

4.73Set-level Score (Gemini 2.5 Flash)

10

Apr 23, 2026

Internal non-scientific document collections Finance

4.56Set Score (Gemini-2.5-Flash)

10

Apr 23, 2026

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Popular datasets

Internal document collections Internal non-scientific document collections InsightBench Internal document collections - Gut Health Insights SCOpE-QA

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