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Papers Benchmarks Datasets Tasks

QASC dataset and benchmarks · SOTA2 Research

Research Datasets

QASC

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Question Answering

QASC

89.6Score

36

Multiple Choice Question Answering

QASC

100Accuracy

22

Multiple Choice Question Answering

QASC (test)

78.5Accuracy

21

Scientific Reasoning Question Answering

QASC

74.61Accuracy

15

Question Answering

QASC

74.17Recall@1

15

Science Question Answering

QASC (test)

73.5Accuracy

14

Commonsense Reasoning

QASC (dev)

84.02Accuracy

14

Question Answering

QASC

0.803Cohen's d

12

Question Answering

QASC

0.273Spearman's rho

12

Question Answering

QASC

98.9Accuracy

11

Answer Plausibility Estimation

QASC

0.803Cohen's d

10

Question Answering

QASC

14.73F1

10

Multiple Choice Question Answering

QASC (dev)

67.61Accuracy

10

Chunking Strategy Evaluation for RAG

QASC Evaluation Set (5-fold cross-validation)

85Precision

9

Question Answering

QASC

14Leakage Error

9

Logical Refinement of Natural Language Explanations

QASC

17Initial Score

8

Domain-specific Question Answering

qasc

68.36Accuracy

7

Commonsense Question Answering

QASC (dev)

83.7Accuracy

7

Question Answering

QASC (val)

99Exact Match (EM)

6

Commonsense Reasoning

QASC (test)

90.06Accuracy

6

Commonsense Question Answering

Scientific Commonsense (QASC) 1.0 (test)

53.04Accuracy

5

Question Answering

QASC MRQA few-shot

99.1F1 Score

5

Commonsense Question Answering

QASC

72.8Accuracy

4

Question Answering

QASC

43Accuracy

2

Popular tasks

Question Answering Multiple-choice Question Answering Commonsense Question Answering Commonsense Reasoning Science Question Answering

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