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Papers Benchmarks Datasets Tasks

Egocentric Activity Recognition research benchmarks · SOTA2 Research

Egocentric Activity Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

80.01Accuracy

14

Feb 26, 2026

78.14Accuracy

13

Feb 26, 2026

GTEA 61 (fixed split)

79.31Accuracy

13

Feb 26, 2026

GTEA Gaze+ (leave-one-subject-out cross val)

Gaze-combined Attention

68.67Accuracy*

8

Feb 26, 2026

0.619Recognition Accuracy

8

Feb 26, 2026

Gaze-combined Attention

62.84Accuracy

5

Feb 26, 2026

66.4Accuracy

5

Feb 26, 2026

Popular datasets

GTEA EGTEA GTEA Gaze+

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