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Egocentric Gaze Estimation research benchmarks · SOTA2 Research

Egocentric Gaze Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

EgoExo4D (OOD Participant)

71.1F1 Score

10

Feb 26, 2026

EgoExo4D IDD (online evaluation)

70.58F1 Score

7

Feb 26, 2026

Ego4D (online evaluation)

41.82F1 Score

7

Feb 26, 2026

EGTEA Gaze+ (online evaluation)

44.48F1 Score

7

Feb 26, 2026

EgoExo4D (OOD Site)

69.56F1 Score

5

Feb 26, 2026

70.58F1 Score

5

Feb 26, 2026

Popular datasets

EgoExo4D Ego4D EGTEA Gaze+

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