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Pedestrian crossing intent prediction on PSI 1.0 (test)
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88
Accuracy
Ours(PSI1)
64.912
70.906
76.9
82.894
Mar 20, 2026
Accuracy
F1 Score
AUC-ROC
MCC
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
AUC-ROC
MCC
Ours(PSI1)
features=structured be...
2026.03
88
90
94
0.78
TrEP
2026.03
83
77.1
-
0.561
ClipCross
2026.03
83
79.5
85.5
0.591
SF-GRU
2026.03
78.8
71.9
75.2
0.452
SingleRNN
2026.03
78.2
71.4
73.4
0.44
PSI
2026.03
75.9
68.1
-
0.374
ARN
2026.03
68.8
61.8
67.1
0.237
PCPA
2026.03
68.2
58.4
61.1
0.176
MultiRNN
2026.03
65.8
61.1
66.6
0.229
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