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Papers Benchmarks Datasets Tasks

Event Classification research benchmarks · SOTA2 Research

Event Classification

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

OntoEvent (test)

65.51F1 Score

35

Feb 26, 2026

54F1-macro

21

May 19, 2026

Event-9185 fine-tuned

60.89ACC@1

12

Feb 26, 2026

Event-11 (fine-tuned)

68.69ACC@1

12

Feb 26, 2026

MAVEN (test dev)

92.2Micro-F1 (Session 1)

11

Feb 26, 2026

ONTOEVENT-DOC (test)

64.32Precision

8

Feb 26, 2026

AudioSet and VGGSound (test)

MM student (sup)

43.4mAP

8

Feb 26, 2026

OntoEvent (overall)

75.46Precision

7

Feb 26, 2026

Soccer Pretraining Dataset

0.738Accuracy

4

Feb 26, 2026

HEDGE-Video SoccerChat 1.0 (test)

62.7SE (Embedding)

3

Feb 26, 2026

Popular datasets

OntoEvent AudioSet and VGGSound MAVEN Event-11 Event

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