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Survey Generation research benchmarks · SOTA2 Research

Survey Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Scientific Survey Generation (test)

0.717Precision

18

Feb 26, 2026

76 Computer Science Topics 64k length

5Average Score

5

Feb 26, 2026

76 computer science topics 32k length

4.95Average Score

5

Feb 26, 2026

76 computer science topics 16k length

4.9Average Score

5

Feb 26, 2026

76 computer science topics 8k length

4.83Average Score

5

Feb 26, 2026

20 Computer Science topics 64k tokens

73.59Speed

3

Feb 26, 2026

20 Computer Science topics 32k tokens

91.46Speed

3

Feb 26, 2026

20 Computer Science topics (16k tokens)

0.14Latency

3

Feb 26, 2026

20 Computer Science topics 8k tokens

0.16Speed

3

Feb 26, 2026

ACL Survey Dataset (test)

3.725Logical Structure Score

2

Jul 3, 2026

ACL Survey Dataset

63.55ROUGE-1 Precision

2

Jul 3, 2026

Popular datasets

Computer Science topics ACL Survey Dataset Scientific Survey Generation

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