Person Re-identification on MARS benchmark leaderboard · SOTA2 Research

Person Re-identification on MARS

90Rank-1NVAN

Evaluation Results

Method	Links
NVAN2019.08		90	—	—	—	82.8
STE-NVAN2019.08		88.9	—	—	—	81.2
Snippet2019.03		86.3	94.7	—	98.2	76.1
CSACSE+OF2019.08		86.3	—	—	—	76.1
STA2019.08		86.2	—	—	—	81.2
DaRe2018.05		85.5	—	—	—	74
Part-Aligned Bilinear Representations2018.04		85.1	94.2	96.1	97.4	83.9
DaRe2018.05		85.1	—	—	—	81.9
DaRe2018.05		84.8	—	—	—	80.3
Part-Aligned Bilinear Representations2018.04		84.7	94.4	96.3	97.5	75.9
DaRe2018.05		84.2	—	—	—	72.1
DaRe2018.05		83.9	—	—	—	80.6
Li et al. [17]2018.04		83	93.7	—	97.6	66.4
Part-Aligned Bilinear Representations2018.04		83	92.8	95	96.8	72.2
DaRe2018.05		83	—	—	—	69.7
DaRe2018.05		83	—	—	—	79.3
DaRe2018.05		82.6	—	—	—	71.7
STAN2019.08		82.3	—	—	—	65.8
Hermans et al. [72]2018.04		81.2	90.8	—	—	77.4
TriNet2018.05		81.2	—	—	—	77.4
ETAP-Net2019.08		80.8	—	—	—	67.4
Hermans et al. [72]2018.04		79.8	91.4	—	—	67.7
TriNet2018.05		79.8	—	—	—	67.7
TriNet2019.08		79.8	—	—	—	67.7
TKP2019.08		75.6	87.6	90.9	—	65.1
IDE+ML2018.05		73.9	—	—	—	68.5
Liu et al. [88]2018.04		73.7	84.9	—	91.6	51.7
QAN2018.09		73.7	84.9	—	91.6	51.7
Li et al. [17]2018.04		71.8	86.6	—	93.1	56.1
MSCAN2018.05		71.8	—	—	—	56.1
Zhou et al. [87]2018.04		70.6	90	—	97.6	50.7
ST-RNN2018.05		70.6	—	—	—	50.7
SeeForest2019.08		70.6	—	—	—	50.7
LatentParts2019.08		70.6	—	—	—	50.7
Zheng et al. [4]2018.04		68.3	82.6	—	89.4	49.3
Liu et al. [86]2018.04		68.3	81.4	—	90.6	52.9
IDE+ML2018.05		67.9	—	—	—	58
ResNet-50 + XQDA2019.08		67.2	81.9	86.1	—	54.9
CNN+Kiss.2019.08		65	—	—	—	45.6
P2SNet2019.08		55.3	72.9	78.7	—	—
UTAL2019.03		49.9	66.4	—	77.8	35.2
DAL2018.08		49.3	65.9	72.2	77.9	23
DAL2018.08		46.8	63.9	71.6	77.5	21.4
DAL2019.03		46.8	63.9	—	77.5	21.4
McLaughlin et al. [85]2018.04		45	65	71	78	27.9
Xu et al. [84]2018.04		44	70	74	81	—
TAUDL2018.09		43.8	59.9	—	72.8	29.1
TAUDL2019.03		43.8	59.9	—	72.8	29.1
RACE2019.03		43.2	57.1	—	67.6	24.5
DGM2017.09		36.8	54	61.6	68.5	21.3
DGM+IDE2018.08		36.8	54	61.6	68.5	21.3
DGM+IDE2018.09		36.8	54	—	68.5	21.3
DGM+IDE2019.03		36.8	54	—	68.5	21.3
DGM2017.09		24.6	42.6	50.4	57.2	11.8
DGM+MLAPG2018.09		24.6	42.6	—	57.2	11.8
DGM+MLAPG2019.03		24.6	42.6	—	57.2	11.8
SMP2018.09		23.9	35.8	—	44.9	10.5
SMP2019.03		23.9	35.8	—	44.9	10.5
DGM2017.09		23.6	38.2	47.9	54.7	11.2
Stepwise2018.08		23.6	35.8	—	44.9	10.5
UnKISS2017.09		22.3	37.4	47.2	53.6	10.6
UnKISS2018.09		22.3	37.4	—	53.6	10.6
UnKISS2019.03		22.3	37.4	—	53.6	10.6
GRDL2017.09		19.3	33.2	41.6	46.5	9.56
GRDL2018.09		19.3	33.2	—	46.5	9.56
GRDL2019.03		19.3	33.2	—	46.5	9.6
L22017.09		14.9	27.4	33.7	40.8	5.5