Text-based Person Re-identification on ICFG-PEDES benchmark leaderboard · SOTA2 Research

Text-based Person Re-identification on ICFG-PEDES

71.7R@1BAMG

Evaluation Results

Method	Links
BAMG2026.04		71.7	86.34	89.71	42.37
InterPartAbility2026.04		69.92	—	—	42.03
ITSELF2026.04		69.23	82.84	87.62	43.8
GITM2026.04		69.22	83.56	88.13	48.23
ICL2026.04		69.22	—	—	42.34
AUL2026.04		69.16	83.32	88.37	—
APTM (Baseline)2026.04		68.71	83.67	88.39	44.28
APTM2026.04		68.51	82.99	87.56	41.22
APTM2026.04		68.51	—	—	41.22
DiCo2026.04		67.81	83.29	87.62	—
DiCO2026.04		67.81	—	—	—
RDE2026.06		67.7	—	—	40.1
RDE2026.04		67.68	82.47	87.36	40.06
MARS2026.04		67.6	—	—	44.93
MARS2026.06		67.6	—	—	44.9
Ours2026.06		67.6	—	—	42.6
NAM2026.04		66.76	—	—	41.45
HPL2026.06		66.6	—	—	44.1
PLOT2026.04		65.76	—	—	—
CFAM2026.06		65.4	—	—	39.4
RaSa2026.06		65.3	—	—	41.3
RaSa2026.04		65.28	80.04	85.12	41.29
TBPS-CLIP2026.04		65.05	80.34	85.47	39.83
IRRA2026.04		64.37	—	—	38.85
SAMC2026.04		63.68	79.69	85.21	42.41
IRRA2026.06		63.5	—	—	38.1
IRRA2026.04		63.46	80.25	85.82	38.06
MACF2026.04		62.95	79.93	85.04	—
CFine2026.04		60.83	76.55	82.42	—
LGUR2026.04		59.02	75.32	81.56	—
IVT2026.04		56.04	73.6	80.22	—
SSAN2026.04		54.23	72.63	79.53	—
SCAN2026.04		50.05	69.65	77.21	—
MIA2026.04		46.49	67.14	75.18	—
Dual Path2026.04		38.99	59.44	68.41	—
ReText2026.06		30.2	—	—	22.9