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

Named Entity Recognition (NER) on SLUE

Metric: label-F1 (%) (higher is better)

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#Model↕label-F1 (%)▼Extra DataPaperDate↕Code
1W2V2-L-LL60K (pipeline approach, uses LM)82.2NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
2W2V2-B-LS960 (pipeline approach, uses LM)79.8NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
3W2V2-L-LL60K (pipeline approach)78.8NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
4W2V2-B-LS960 (pipeline approach)74.2NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
5W2V2-L-LL60K (e2e approach, uses LM)73.3NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
6W2V2-B-LS960 (e2e approach, uses LM)71.7NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
7HuBERT-B-LS960 (e2e approach, uses LM)70.3NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
8W2V2-B-VP100K (e2e approach, uses LM)69.8NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
9W2V2-L-LL60K (e2e approach)64.7NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
10W2V2-B-LS960 (e2e approach)64NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
11HuBERT-B-LS960 (e2e approach)62.9NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code
12W2V2-B-VP100K (e2e approach)60.8NoSLUE: New Benchmark Tasks for Spoken Language Un...2021-11-19Code