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Papers Benchmarks Datasets Tasks

MultifieldQA dataset and benchmarks · SOTA2 Research

Research Datasets

MultifieldQA

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Question Answering

MultifieldQA

57.2F1 Score

52

Question Answering

MultiFieldQA en

24.67EM

38

Question Answering

MultiFieldQA-zh

35.25F1 Score

30

Long Context Question Answering

MultiFieldQA

57.33Accuracy

15

Speculative Decoding

MultiFieldQA

2.1Speculative Rate (SR)

12

Long-context Question Answering

MultifieldQA

88.6C Score

9

Long-context answering with citations

MultifieldQA

79Citation Recall

9

Question Answering

MultiFieldQA

1.041Rel. Perf vs Truncated ICL

5

Long-context Question Answering

MultiFieldQA-en LongBench (test)

6String Match

3

Popular tasks

Question Answering Long-context Question Answering Speculative Decoding Long-context answering with citations

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