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SotA/Natural Language Processing/Named Entity Recognition (NER)/SLUE

Named Entity Recognition (NER) on SLUE

Metric: F1 (%) (higher is better)

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#Model↕F1 (%)▼Extra DataPaperDate↕Code
1W2V2-L-LL60K (pipeline approach, uses LM)69.6NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
2W2V2-B-LS960 (pipeline approach, uses LM)68NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
3Wav2Seq (from HuBERT-large)65.4NoWav2Seq: Pre-training Speech-to-Text Encoder-Dec...2022-05-02Code
4W2V2-L-LL60K (e2e approach, uses LM)64.8NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
5W2V2-B-LS960 (e2e approach, uses LM)63.4NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
6HuBERT-B-LS960 (e2e approach, uses LM)61.9NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
7W2V2-B-VP100K (e2e approach, uses LM)61.8NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
8W2V2-L-LL60K (pipeline approach)57.8NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
9W2V2-L-LL60K (e2e approach)50.9NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
10W2V2-B-LS960 (e2e approach)50.2NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
11HuBERT-B-LS960 (e2e approach)49.8NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
12W2V2-B-LS960 (pipeline approach)49.5NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
13W2V2-B-VP100K (e2e approach)47.9NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code