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Papers Benchmarks Datasets Tasks

Loong dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Loong

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Structured Data Extraction and Reasoning

Loong

73.95Spotlight Locating Accuracy (AS)

8

Multi-document Question Answering

Loong

68Average Score

8

Information Extraction

Loong Legal

62.2Spotlight Locating Accuracy

7

Question Answering

Loong

81.75Accuracy (Set 1)

6

Multi-document Multi-entity Question Answering

Loong 200K-250K Tokens

72.86Spotlight Locating Avg Score

5

Multi-document Multi-entity Question Answering

Loong 100K-200K Tokens

81.44Spotlight Locating Avg Score

5

Multi-document Multi-entity Question Answering

Loong (50K-100K Tokens)

88.79Spotlight Locating Score (Avg)

5

Multi-document Multi-entity Question Answering

Loong 10K-50K Tokens

91.12Spotlight Locating Avg Score

5

Multi-document Multi-entity Question Answering

Loong (All sets)

85.06Spotlight Locating Avg Score

5

Long-context retrieval and reasoning

Loong full (evaluation)

68Average Score

4

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Multi-document Multi-entity Question Answering Clustering Overall Spotting Comparison

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