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Papers Benchmarks Datasets Tasks

Speech Emotion Recognition research benchmarks – Page 5 · SOTA2 Research

Speech Emotion Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EMOVO to eNTERFACE (O→E)

32.65Average Recall

5

Apr 10, 2026

eNTERFACE to EMOVO E→O

37.58Average Recall

5

Apr 10, 2026

MSP-Podcast 2.0 (test)

60.58Weighted Accuracy (WAR)

5

Mar 26, 2026

MSP-Podcast 2.0 (test 1)

62.39Weighted Accuracy Rate (WAR)

5

Mar 26, 2026

Naturalistic Conditions Challenge balanced (test)

44.02F1 (macro)

5

Mar 11, 2026

IEMOCAP shared label subset mapped 7-way

76.13Accuracy

5

Feb 26, 2026

32.1Macro F1

5

Feb 26, 2026

52Macro F1

5

Feb 26, 2026

57.2Macro F1

5

Feb 26, 2026

69.2Macro F1 Score

5

Feb 26, 2026

RE-LLM (w/o dim-emo. aux)

98.9UA

5

Feb 26, 2026

Pantagruel-B-1k

0.84CCC

5

Feb 26, 2026

ShEMO Persian (Fa)

79.97WA

5

Feb 26, 2026

M3ED Chinese (Zh)

49.15Weighted Accuracy (WA)

5

Feb 26, 2026

EMOVO Italian (It)

61.21Weighted Accuracy

5

Feb 26, 2026

EmoDB German (De)

84.34WA

5

Feb 26, 2026

RESD Russian (Ru)

64.75WA

5

Feb 26, 2026

CAFE French (Fr)

74.52Weighted Accuracy

5

Feb 26, 2026

AESD Greek (Gr)

72.33Weighted Accuracy

5

Feb 26, 2026

90.2Accuracy

5

Feb 26, 2026

RAVDESS-Song (test)

85.8Accuracy

5

Feb 26, 2026

TTS-enabled backdoor framework

88.2ASR Accuracy

4

Jun 23, 2026

TTS-enabled backdoor framework

55.6ASR

4

Jun 23, 2026

TTS-enabled backdoor framework

87.9ASR Accuracy

4

Jun 23, 2026

TTS-enabled backdoor framework

100ASR

4

Jun 23, 2026

Page 5 of 6

Popular datasets

IEMOCAP MSP-Podcast CREMA-D RAVDESS CAFE

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