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Papers Benchmarks Datasets Tasks

English dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

English

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Speaker Diarization

English

10.272DER

5

Simple Definition Generation

English (test)

15.05BLEU

5

Named Entity Recognition

English (test)

91.05F1 Score

5

English Printed

0.036NED

4

Meaning Transcription

English (test)

0.27CER

4

Surface Transcription

English (test)

11.2CER

4

Token Fertility

English

1.24Fertility Score

4

Singing Voice Synthesis

English SVS

17.89WER

4

Zero-shot Text-to-Speech

English Speech Emotion Prompt

0.019WER

4

Handwriting Generation

English (test)

0.855Content Score

4

General Language Understanding

English Grouped General-Purpose Metrics

61.96Accuracy (English)

3

Medical Entity Extraction

English (train10)

67.63F1 Score

3

English Reasoning

6,192.77Average Tokens per Sample

3

English General

794.79Avg Tokens per Sample

3

Language Modeling

English Tail (test)

4.66Relative P95 RTF Reduction

3

Language Modeling

English VA (test)

-23.79Relative P95 RTF Reduction

3

Vector Font Reconstruction

English EN (test)

5.2Error

3

Complex Definition Generation

English (test)

24.17BLEU

3

Grapheme positional classification

English

34Start Preference

1

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Popular tasks

Tokenization Language Modeling Text-to-Speech General Language Understanding Named Entity Recognition

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