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Papers Benchmarks Datasets Tasks

Science dataset and benchmarks · SOTA2 Research

Research Datasets

Science

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Science Benchmark

59.53Execution Accuracy

48

Named Entity Recognition

Science

79.4F1 Score

19

Science

0.028Cost ($)

15

Taxonomy Expansion

Science single-parent hierarchies (test)

46.1R@1

13

Multi-label Classification

Science

0.928Ranking Loss

11

Multi-label Feature Selection

Science

12.39Macro F1 Score

11

Multi-label Feature Selection

Science

25.122CV Score

11

Multi-label Feature Selection

Science (test)

3.44HL

11

Multi-label feature selection

Science

96OE Score

11

Multi-label Feature Selection

Science

5.26AP

11

Taxonomy Expansion

Science (SCI) SemEval-2016 Task 13

13.2Chi-Squared

10

Science Question Answering

SCIENCE

76.37Accuracy@8

9

Language Modeling

Science

30.5Perplexity

6

Scientific Reasoning

Science GPQA Diamond HLE (test)

63.1GPQA Diamond Score

6

Science Reasoning

Science (out-of-distribution)

65.12Accuracy

6

Task-Efficient Routing

Science Curated Task Benchmark 1.0 (test)

0.005Average Cost

3

Taxonomy Expansion

Science

44.7Prec@1

3

Named Entity Recognition

Science English

62.29F1 Score

2

Popular tasks

Multi-label Feature Selection Taxonomy Expansion Named Entity Recognition Language Modeling Science Question Answering

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