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Papers Benchmarks Datasets Tasks

Multimodal Sarcasm Detection research benchmarks · SOTA2 Research

Multimodal Sarcasm Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MMSD 2.0 (test)

87.4Accuracy

45

Apr 9, 2026

MUStARD original (speaker-dependent)

86.8Precision

15

Feb 26, 2026

MUStARD speaker-independent original

75.6F1 Score

13

Feb 26, 2026

84.8F1 Score

12

May 21, 2026

80.6Accuracy

6

Mar 4, 2026

MUStARD speaker dependent

86.8Precision

6

Feb 26, 2026

Popular datasets

MUSTARD MMSD redEval

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