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Pedestrian Intention Prediction on JAAD Beh

73Accuracy

ESIA

Updated 1mo ago

Evaluation Results

Method	Links
ESIA 2026.04		73	0.7	79	73	87
PedCMT 2026.04		71	0.64	80	-	-
PedGraph+ 2026.04		70	0.7	76	77	75
PIT 2026.04		70	0.65	81	71	93
PPCI_att 2026.04		67	0.6	77	-	-
PedSA 2026.04		67	0.6	77	68	90
LSOP-Net 2026.04		65	0.54	78	65	98
Ours 2 2026.01		64	0.58	77	65	93
TrouSPI-Net 2026.04		64	0.56	76	66	91
Ours 1 2026.01		62	0.61	77	63	99
Ours 3 2026.01		62	0.55	73	66	83
FFSTP 2026.04		62	0.54	74	65	85
ConvLSTM 2026.01		59	0.53	70	64	77
C3D 2026.01		58	0.48	73	61	91
Single-GRU 2026.04		58	0.54	67	67	68
PCPA 2026.04		58	0.5	71	-	-
PCPA 2026.01		54	0.49	65	62	68
CAPformer 2026.01		51	0.54	52	68	42
Single-LSTM 2026.04		51	0.48	61	63	59