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Papers Benchmarks Datasets Tasks

Keyword Spotting research benchmarks – Page 2 · SOTA2 Research

Keyword Spotting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.809AP

12

Feb 26, 2026

SRE + BiLSTM multi

98.25KWS Accuracy

11

Feb 26, 2026

Event-State-Space Model

85.3Accuracy

10

May 12, 2026

Speech Commands SC-30 v1 (test)

95.86BA

10

Mar 24, 2026

Speech Commands SC-10 v1 (test)

95.01BA

10

Mar 24, 2026

Far-field Command (test)

93.47Accuracy (Clean)

8

Feb 26, 2026

Google Speech Commands 12 V2 (Official)

98.54Accuracy

8

Feb 26, 2026

GSC v1/v2 (test)

95.49Accuracy

6

May 14, 2026

End-to-end GNN with NAS on FPGA

88.03Accuracy

6

May 12, 2026

Google Speech Commands SNR 10 dB v1

3ch Proposed spatial E2E

89.61Accuracy

6

Mar 11, 2026

Google Speech Commands SNR 5 dB v1

3ch E2E without prior

85.85Accuracy

6

Mar 11, 2026

Google Speech Commands v1 (SNR 0 dB)

3ch E2E without prior

80.23Accuracy

6

Mar 11, 2026

WenetPhrase Mandarin (Hard)

26.23EER

6

Feb 26, 2026

WenetPhrase Mandarin (Easy)

0.042EER

6

Feb 26, 2026

Speech Commands V1

97.3Accuracy

6

Feb 26, 2026

MIT Places Audio Captions

100Precision@10 (Spotting)

5

Jun 16, 2026

LibriPhrase (LPH + LPE)/2 (balanced)

98.73AUC

5

Jun 11, 2026

GSC-C -20 dB SNR

59.07dog Accuracy

5

May 8, 2026

GSC-C -15 dB SNR

60.84Accuracy (dog)

5

May 8, 2026

GSC-C -10 dB SNR

64.25Accuracy (dog)

5

May 8, 2026

0.297Energy per Inference (mJ)

5

May 1, 2026

Qualcomm Keyword Speech (Q)

0FAR

5

Apr 7, 2026

Google Speech Commands G V2

0.002False Alarm Rate (FAR)

5

Apr 7, 2026

0.007FAR

5

Apr 7, 2026

94.31Accuracy

5

Feb 26, 2026

Page 2 of 3

Popular datasets

Google Speech Commands Speech Commands GSC LibriPhrase GSC-C

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