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Text-based Person Retrieval on ICFG-PEDES

68.51R@1

APTM

Updated 6d ago

Evaluation Results

Method
APTM 2023.06	68.51	82.99	87.56	41.22
APTM 2023.05	68.22	82.87	87.5	-
PLIP 2023.05	66.17	83.37	88.94	-
PLIP 2023.05	65.52	82.64	88.4	-
RaSa 2023.05	65.28	80.4	85.12	-
PLIP 2023.05	64.92	81.63	87.66	-
PLIP 2023.05	64.88	81.7	87.32	-
PLIP 2023.05	64.58	81.3	86.82	-
IRRA 2023.05	63.46	80.25	85.82	-
LuPerson-HAM + Ours (UATTA) 2026.04	62.15	77.31	82.95	36.11
CFine 2023.06	60.83	76.55	82.42	-
CFine 2023.05	60.83	76.55	82.42	-
LuPerson-HAM 2026.04	60.64	77.5	83.26	35.54
LuPerson-HAM + SAR 2026.04	60.64	77.5	83.25	35.54
LuPerson-HAM + READ 2026.04	60.31	77.09	82.96	35.27
LuPerson-HAM + SHOT 2026.04	60.31	76.95	82.86	35.1
LuPerson-HAM + CoOp 2026.04	60.28	76.24	82.31	35.16
LuPerson-HAM + Tent 2026.04	59.59	76.89	82.85	34.86
LuPerson-HAM + TCR 2026.04	59.32	75.63	81.63	35.13
LGUR 2023.06	59.02	75.32	81.56	-
PLIP 2023.05	58.51	77.83	84.24	-
LuPerson-MLLM 2026.04	57.61	75.99	82.76	51.45
Baseline 2023.06	57.49	75.84	82.6	32.41
LGUR 2023.05	57.42	74.97	81.45	-
LGUR 2023.05	57.42	74.97	81.45	-
SYNTH-PEDES 2026.04	57.08	-	-	32.06
IVT 2023.06	56.04	73.6	80.22	-
IVT 2023.05	56.04	73.6	80.22	-
TIPCB 2023.05	54.96	74.72	81.89	-
TIPCB 2023.05	54.96	74.72	81.89	-
SSAN 2023.06	54.23	72.63	79.53	-
SSAN 2023.05	54.23	72.63	79.53	-
SSAN 2023.05	54.23	72.63	79.53	-
VITAA 2023.06	50.98	68.79	75.78	-
VITAA 2023.05	50.98	68.79	75.78	-
ViTAA 2023.05	50.98	68.79	75.78	-
SCAN 2023.06	50.05	69.65	77.21	-
PLIP 2023.05	49.86	68.78	76.27	-
MIA 2023.06	46.49	67.14	75.18	-
Generation-then-Retrieval 2026.04	46.46	-	-	26.9
CMPM+CMPC 2023.06	43.51	65.44	74.26	-
CMPM/C 2023.05	43.51	65.44	74.26	-
Dual Path 2023.06	38.99	59.44	68.41	-
PSPD 2026.04	38.49	53.4	60.35	16.49
MUMA 2026.04	38.11	56.01	63.96	19.02
GTR 2026.04	29.64	47.23	55.54	14.2
GAAP 2026.04	27.12	44.91	53.56	11.43
CLIP 2026.04	13.45	33.85	-	10.31
LuPerson-T 2026.04	11.46	-	-	4.56