Pedestrian Attribute Recognition on EventPAR (test) benchmark leaderboard · SOTA2 Research

Pedestrian Attribute Recognition on EventPAR (test)

90.05mAPFM-VEPAR

Evaluation Results

Method	Links
PFM-VEPAR2026.03		90.05	84.67	88.26	90.18	89.21
VTB2026.03		88.41	83.83	87.89	89.51	88.53
VTB2026.03		88.41	83.83	87.89	89.31	88.53
HAP2026.03		88.28	85.42	89.54	89.72	89.63
HAP2026.03		88.28	85.42	89.54	89.72	89.63
RWKV-OTN2026.03		87.7	84.94	89.15	89.48	89.18
OTN-RWKV2026.03		87.7	84.94	89.15	89.48	89.18
UniPAR2026.03		86.9	82.31	87.01	88.41	87.53
PromptPAR2026.03		86.51	82.27	86.35	89.36	87.64
PromptPAR2026.03		86.51	82.27	86.35	89.36	87.64
SequencePAR2026.03		86.27	84.42	88.81	89.12	88.83
SequencePAR2026.03		86.27	84.42	88.81	89.12	88.83
PARFormer2026.03		83.12	80.48	85.14	88.41	86.53
PARFormer2026.03		83.12	80.48	85.14	88.41	86.53
RethinkingPAR2026.03		81.37	80.84	86.31	87.57	86.93
RethinkingPAR2026.03		81.37	80.84	86.31	87.57	86.93
Strong Baseline2026.03		73.75	61.86	67.23	80.78	75.43
Strong Baseline2026.03		73.75	61.86	67.23	80.78	75.43
Label2Label2026.03		72.49	74.01	86.6	79.02	82.19
Label2Label2026.03		72.49	74.01	86.6	79.02	82.19
Rethink-PLIP2026.03		68.75	70.03	81.82	78.04	79.89
Rethink-PLIP2026.03		68.75	70.03	81.82	78.04	79.89
VTB-PLIP2026.03		67.25	68.37	77.75	79.72	78.37
VTB-PLIP2026.03		67.25	68.37	77.75	79.72	78.37
SSPNet2026.03		66.92	67.49	78.73	76.9	77.8
SSPNet2026.03		66.92	67.49	78.73	76.9	77.8
DeepMAR2026.03		66.57	69.53	74.9	89.54	81.57
DeepMAR2026.03		66.57	69.53	74.9	88.54	81.57
SSCNet2026.03		63.1	66.07	72.72	83.22	77.62
SSCNet2026.03		63.1	66.07	72.72	83.22	77.62
DFDT2026.03		61.71	63.14	79.17	7.63	74.66
DFDT2026.03		61.71	63.14	79.17	70.63	74.66
ALM2026.03		57.18	64.17	75.59	73.2	74.38
ALM2026.03		57.18	64.17	75.59	73.2	74.38
Zhou et al.2026.03		56.46	60.89	73.37	73.62	73.5
Zhou et al.2026.03		56.46	60.89	73.37	73.62	73.5
MaHDFT2026.03		50.43	44.98	59.1	59.7	58.57
MaHDFT2026.03		50.43	44.98	59.1	59.7	58.57
MambaPAR2026.03		50.01	42.32	54.81	57.31	55.63
MambaPAR2026.03		50.01	42.32	54.81	57.31	55.63