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Trec dataset and benchmarks – Page 4 · SOTA2 Research

Research Datasets

Trec

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Uncertainty Calibration

TREC (test)

0.013ECE

4

Health misinformation detection

TREC Health

83.8Macro Precision

4

Question Classification

Trec Coarse

97.4Accuracy

4

Question Classification

TREC (test)

60.2ASR

4

Multi-class Classification

Trec (dev)

81.5Accuracy

4

Question Classification

TREC SentEval (test)

88.8Accuracy

4

Sentiment and topic classification

TREC (test)

2.26Macro F1

3

Question Classification

TREC latest (train)

97.4Accuracy

3

Question Classification

TREC

53macro-F1

3

Prompt Verbalization

TREC

83Recall

2

TREC RAG MS MARCO segment collection topics 2024 V2.1 (dev)

0.503NDCG@10

2

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Popular tasks

Question Classification Text Classification Retrieval Information Retrieval Topic Classification

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