Sentiment Analysis on SLUE

Metric: Recall (%) (higher is better)

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#	Model↕	Recall (%) ▼	Extra Data	Paper	Date↕	Code
1	W2V2-L-LL60K (pipeline approach, uses LM)	60.4	No	SLUE: New Benchmark Tasks for Spoken Language Un...	2021-11-19	Code
2	W2V2-L-LL60K (pipeline approach)	60.2	No	SLUE: New Benchmark Tasks for Spoken Language Un...	2021-11-19	Code
3	W2V2-B-LS960 (pipeline approach, uses LM)	60	No	SLUE: New Benchmark Tasks for Spoken Language Un...	2021-11-19	Code
4	W2V2-B-LS960 (pipeline approach)	59	No	SLUE: New Benchmark Tasks for Spoken Language Un...	2021-11-19	Code
5	W2V2-L-LL60K (e2e approach)	49.2	No	SLUE: New Benchmark Tasks for Spoken Language Un...	2021-11-19	Code
6	HuBERT-B-LS960 (e2e approach)	47.5	No	SLUE: New Benchmark Tasks for Spoken Language Un...	2021-11-19	Code
7	W2V2-B-LS960 (e2e approach)	46	No	SLUE: New Benchmark Tasks for Spoken Language Un...	2021-11-19	Code
8	W2V2-B-VP100K (e2e approach)	38.7	No	SLUE: New Benchmark Tasks for Spoken Language Un...	2021-11-19	Code

#1W2V2-L-LL60K (pipeline approach, uses LM)SOTA
60.4
Recall (%) · 2021-11-19
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Code
#2W2V2-L-LL60K (pipeline approach)
60.2
Recall (%) · 2021-11-19
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Code
#3W2V2-B-LS960 (pipeline approach, uses LM)
60
Recall (%) · 2021-11-19
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Code
#4W2V2-B-LS960 (pipeline approach)
59
Recall (%) · 2021-11-19
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Code
#5W2V2-L-LL60K (e2e approach)
49.2
Recall (%) · 2021-11-19
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Code
#6HuBERT-B-LS960 (e2e approach)
47.5
Recall (%) · 2021-11-19
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Code
#7W2V2-B-LS960 (e2e approach)
46
Recall (%) · 2021-11-19
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Code
#8W2V2-B-VP100K (e2e approach)
38.7
Recall (%) · 2021-11-19
SLUE: New Benchmark Tasks for Spoken Language Understanding Evaluation on Natural Speech Code