EGTEA Gaze+
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
EGTEA Gaze+ (val)
74.59Top-5 Action Accuracy
27
EGTEA Gaze+
79.3Top-1 Acc (Verb)
21
EGTEA Gaze+
61.86Accuracy
18
EGTEA Gaze+ (Split 3)
62.6Accuracy
15
EGTEA Gaze+ (Split 2)
66.1Accuracy
15
EGTEA Gaze+ (Split 1)
66.5Accuracy
15
EGTEA Gaze+
46.8F1 Score
14
EGTEA Gaze+
81.8Average Top-1 Accuracy
10
EGTEA Gaze+
50.22Top-1 Acc (12.5%)
10
EGTEA Gaze+ (Split 1)
54.9Top-1 Acc (Verb)
9
EGTEA Gaze+
66.4Top-5 Acc (Ta=1.0s)
8
EGTEA Gaze+ (online evaluation)
44.48F1 Score
7
EGTEA Gaze+
37F1 Score
5
EGTEA Gaze+ (average across 3 splits)
71.9Top-5 Action Accuracy (1.0s)
5
EGTEA Gaze+ (Average)
60.76Accuracy
4
EGTEA Gaze+ (test)
—Top-5 Action Accuracy @ 1.0s
0
EGTEA Gaze+ (test)
—Top-1 Acc (12.5% Obs Rate)
0