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Benchmarks
Mistake Detection on HoloAssist (test)
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60
F-score
UE-MCM
26.72
35.36
44
52.64
Jun 1, 2026
F-score
Precision (Correct)
Recall (Correct)
Precision (Mistake)
Recall (Mistake)
Updated 1d ago
Evaluation Results
Method
Method
Links
F-score
Precision (Correct)
Recall (Correct)
Precision (Mistake)
Recall (Mistake)
UE-MCM
Modality=RGB
2026.06
60
97
72
11
62
MR-CAS Solution
Modality=RGB
2026.06
57
97
60
8
63
UNICT Solution
Modality=RGB+Eyes
2026.06
51
95
93
6
9
TimeSformer
Modality=Hands
2026.06
40
93
52
13
31
TimeSformer
Modality=RGB+Hands
2026.06
36
86
43
10
12
TimeSformer
Modality=RGB
2026.06
35
83
52
13
27
TimeSformer
Modality=RGB+Hands+Eyes
2026.06
32
89
43
11
50
Random
Modality=-
2026.06
28
61
10
15
46
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