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UR-FUNNY dataset and benchmarks · SOTA2 Research

Research Datasets

UR-FUNNY

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Humor Detection

UR-FUNNY

92.8Accuracy

22

Multimodal Classification

UR-FUNNY

64.9Accuracy

21

Multimodal Classification

UR-Funny Whole (test)

63.6Accuracy

8

Multimodal Classification

UR-Funny Synergy

22.8Accuracy

8

Laughter Temporal Localization

UR-Funny (test)

49.7Localization Accuracy @0.5 IoU

4

Laughter Classification

UR-Funny (test)

84.9F1 Score (Classification)

4

Multimodal Retrieval

UR-FUNNY

4.2Recall@10 (M23 -> M1)

4

Multi-modal Classification

UR-FUNNY (test)

0.656Accuracy

4

UR-FUNNY MultiBench (test)

0.81Gap

3

Model Selection

UR-FUNNY (unseen)

98.58Performance

1

Popular tasks

Multimodal Classification Classification Model Selection Multimodal Retrieval Multi-modal Classification

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