Share your thoughts, 1 month free Claude Pro on usSee more

Text-based Person Search on CUHK-PEDES (test)

79.98Rank-1

BAMG*

Updated 6d ago

Evaluation Results

Method
BAMG* 2026.04	79.98	92.31	94.03	68.55
Scale-TBPS 2026.01	77.91	91.07	94.49	70.88
GITM (Ours) 2026.04	77.88	91.05	94.57	72.44
MARS 2024.07	77.62	90.63	94.27	71.41
MARS 2026.01	77.62	90.63	94.27	71.71
CAMeL 2026.01	77.24	91.8	95.16	68.32
AUL 2026.01	77.23	90.43	94.41	-
AUL 2026.04	77.23	90.43	94.41	-
DiCo 2026.04	77.21	91.85	95.63	-
CADA 2024.07	77.2	90.68	93.92	68.45
Ours 2026.01	76.95	90.64	94.36	69.38
ITSELF 2026.04	76.95	90.64	94.36	69.38
Baseline (APTM) 2026.04	76.9	90.75	94.33	68.85
Scale-TBPS 2026.01	76.85	90.22	94.23	70.05
APTM 2024.04	76.53	90.04	94.15	66.91
APTM 2026.01	76.53	90.04	94.15	66.91
APTM 2026.01	76.53	90.04	94.15	66.91
APTM 2026.04	76.53	90.04	94.15	66.91
RaSa 2023.05	76.51	90.29	94.25	69.38
RaSa 2023.08	76.51	90.29	94.25	69.38
RaSa 2024.04	76.51	90.29	94.25	69.38
RaSa 2024.07	76.51	90.29	94.25	69.38
RaSa 2026.01	76.51	90.29	94.25	69.38
RaSa 2026.01	76.51	90.29	94.25	69.38
RaSa 2026.04	76.51	90.29	94.25	69.38
ICL 2026.01	76.41	90.48	94.33	68.04
WoRA 2024.04	76.38	89.72	93.49	67.22
WoRA-TBPS 2026.01	76.38	89.72	93.49	67.22
RDE 2026.01	76.32	90.95	94.43	68.13
RDE 2026.01	75.94	90.14	94.12	67.56
RDE 2026.01	75.94	90.14	94.12	67.56
RDE 2026.04	75.94	90.14	94.12	67.56
DP 2026.01	75.66	90.59	94.07	66.58
CFAM 2026.01	75.6	90.53	94.36	67.27
CFAM(L/14) 2026.01	75.6	90.53	94.36	67.27
APTM (Re-implementation) 2024.04	75.42	88.86	92.77	66.61
PLOT 2026.01	75.28	90.42	94.12	-
SAP-SAM 2026.01	75.05	89.93	93.73	-
CRUE 2026.01	74.91	90.11	93.9	68.93
MUM 2026.01	74.25	89.83	93.58	66.15
BiLMa 2026.01	74.03	89.59	93.62	66.57
SAMC 2026.04	74.03	89.18	93.31	68.42
TBPS-CLIP 2023.08	73.54	88.19	92.35	65.38
TBPS-CLIP 2024.04	73.54	88.19	92.35	65.38
TBPS-CLIP 2024.07	73.54	88.19	92.35	65.38
TBPS-CLIP 2026.01	73.54	88.19	92.35	65.38
TBPSCLIP 2026.01	73.54	88.19	92.35	65.38
TBPS-CLIP 2026.04	73.54	88.19	92.35	65.38
IRRA 2023.08	73.38	89.93	93.71	66.13
IRRA 2024.04	73.38	89.93	93.71	66.13
IRRA 2024.07	73.38	89.93	93.71	66.13
IRRA 2026.01	73.38	89.93	93.71	66.13
IRRA 2026.01	73.38	89.93	93.71	66.13
IRRA 2026.04	73.38	89.93	93.71	66.13
MACF 2026.04	73.33	88.57	93.02	-
CFAM (B/16) 2026.01	72.87	88.61	92.87	64.92
Simplified TBPS-CLIP 2023.08	72.66	88.14	92.72	64.97
DM-Adapter 2026.01	72.17	88.74	92.85	64.33
VGSG 2024.04	71.38	86.75	91.86	67.91
VGSG 2026.04	71.38	86.75	91.86	67.91
TP-TPS 2023.08	70.16	86.1	90.98	66.32
CSKT 2026.01	69.7	86.92	91.8	62.74
CFine 2023.05	69.57	85.93	91.15	-
CFine 2023.08	69.57	85.93	91.15	-
CFine 2024.04	69.57	85.93	91.15	-
CFine 2024.07	69.57	85.93	91.15	-
CFine 2026.01	69.57	85.93	91.15	-
CFine 2026.01	69.57	85.93	91.15	-
CFine 2026.04	69.57	85.93	91.15	-
TBPS-CLIP 2023.08	69.54	86.99	91.24	61.57
CLIP 2026.01	68.55	86.32	91.85	61.25
UniPT 2026.01	68.5	84.67	90.38	-
TransTPS 2026.04	68.23	86.37	91.65	-
CLIP 2024.07	68.19	86.47	91.47	61.12
VGSG 2023.11	67.1	-	-	-
CLIP (ViT-B/16) 2026.01	65.73	86.39	92.01	61.97
IVT 2023.05	65.59	83.11	89.21	-
IVT 2023.08	65.59	83.11	89.21	60.66
CLIP 2023.08	65.37	85.83	91.59	59.42
LGUR 2023.05	65.25	83.12	89	-
LGUR 2023.08	65.25	83.12	89	-
LGUR 2024.04	65.25	83.12	89	-
LGUR 2026.04	65.25	83.12	89	-
C2A2 2023.05	64.82	83.54	89.77	-
AXM-Net 2023.08	64.44	80.52	86.77	58.73
AXM-Net 2024.04	64.44	80.52	86.77	58.73
CAIBC 2023.05	64.43	82.87	88.37	-
CAIBC 2023.08	64.43	82.87	88.37	-
CAIBC 2024.04	64.43	82.87	88.37	-
CAIBC 2026.04	64.43	82.87	88.37	-
BLIP 2024.07	64.36	83.36	88.78	58.18
TIPCB 2023.05	64.26	83.19	89.1	-
SAF 2023.05	64.13	82.62	88.4	58.61
SAF 2023.08	64.13	82.62	88.4	58.61
PSLD 2023.05	64.08	81.73	88.19	60.08
TBPS-LD 2023.08	64.08	81.73	88.19	60.08
LBUL 2024.04	64.04	82.66	87.22	-
LBUL 2026.04	64.04	82.66	87.22	-
TIPCB 2024.04	63.63	82.82	89.01	-
TIPCB 2026.04	63.63	82.82	89.01	-

Showing 100 of 166 rows