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Benchmarks
Annotation Error Detection on EgoPER Pinwheel
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59.6
EDA
EgoPED
13.944
25.797
37.65
49.503
Feb 16, 2026
EDA
AUC
Updated 1mo ago
Evaluation Results
Method
Method
Links
EDA
AUC
EgoPED
variant=AF
2026.02
59.6
55
LossFormer
2026.02
50.9
57.3
S3R
2026.02
50.5
52.4
HF2-VAD + SSPCAB
SSPCAB=true
2026.02
33.9
51.7
HF2-VAD
2026.02
29.1
52.7
Random
2026.02
15.7
50
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