List your company
ResearchFormerly WizWand

Person Re-identification on Occluded-Duke

0.751mAPKPR_SOL
0.513880.575440.6370.69856Feb 8, 2021Dec 26, 2021Nov 12, 2022Sep 29, 2023Aug 15, 2024Jul 2, 2025May 19, 2026
Updated 5mo ago

Evaluation results

MethodLinks
KPR_SOLPrompt usage=true, Backbone=SOLIDER2024.070.7510.843
KPR_SOLPrompt usage=false, Backbone=SOLIDER2024.070.7330.825
PersonViTBackbone=ViT-B/162024.080.7220.798
SAGA+CLIMB (Ours)Backbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.040.7080.777
THCB-Net‡Backbone=ViT, Pre-training=LUPerson2026.050.7070.8
PersonMAEBackbone=ViT-B/162024.080.6950.76
SAGA-ReID (Ours)Backbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.040.6830.778
DPL-ReIDBackbone=ViT2026.050.6720.763
KPR_INPrompt usage=true, Backbone=IN2024.070.6710.798
CLIMB-ReIDBackbone=ViT-B/16, Modality=Video-based, Supervision=No External Supervision2026.040.6620.726
DRFormer2026.020.6530.721
PersonMAEBackbone=ViT-S/162024.080.6520.72
PersonViTBackbone=ViT-S/162024.080.6520.732
PASSBackbone=ViT-B/162024.080.6430.74
KPR_INPrompt usage=false, Backbone=IN2024.070.6340.758
SCINGBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.040.6340.711
AG-ReIDBackbone=ViT2026.050.6320.704
DiPSize=384, Stride=122022.120.6310.711
PRO-FDBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.040.6310.706
FCFormerBackbone=ViT2026.050.6310.73
PADEBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.040.630.723
THCB-Net*Backbone=ViT, Pre-training=ImageNet2026.050.6260.723
BPBreIDBackbone=HRNet-W32, Training scheme=Arbitrary/Heavier2022.110.6250.751
PartFormer*Backbone=ViT-Base, Sliding window setting=true2024.080.6250.702
BPBreID2024.070.6250.751
RGANetBackbone=ViT2026.050.6240.716
SOLIDER2024.070.6190.712
PFDTraining scheme=Arbitrary/Heavier2022.110.6180.695
PFD*Backbone=ViT-Base, Sliding window setting=true2024.080.6180.695
PFD2024.070.6180.695
PersonViT*Backbone=ViT-S/162024.080.6150.708
OSRTransBackbone=ViT2026.050.6150.729
DiPSize=384, Stride=162022.120.6130.688
SSSC-TransReIDBackbone=ViT2026.050.610.692
FCFormerBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.040.6090.713
DiPSize=256, Stride=122022.120.6080.68
FBABackbone=ViT2026.050.6050.695
CLIP-ReIDBackbone=ViT, Side Information Embedding (SIE)=true, Overlapping Patch (OLP)=true2022.110.6030.672
CLIP-ReIDBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.040.6030.672
CLIP-ReIDBackbone=ViT2026.050.6030.672
PASSBackbone=ViT-S/162024.080.6020.704
LVLM-ReIDBackbone=LVLM2024.110.5980.681
CLIP-ReIDBackbone=ViT, Resolution=256x1282024.100.5950.671
CLIP-ReIDVenue=AAAI’232026.020.5950.671
CLIP-ReIDBackbone=ViT2022.110.5950.671
CLIP-ReIDBackbone=ViT2024.110.5950.671
TransReIDBackbone=ViT-B/16, Size=256x128, Sliding-window setting=true2021.020.5920.664
TransReIDSize=256, Stride=122022.120.5920.664
TransReID*Backbone=ViT-Base, Sliding window setting=true2024.080.5920.664
TransReIDBackbone=ViT, Resolution=256x1282024.100.5920.664
CLIP-SCGIBackbone=ViT, Resolution=256x1282024.100.5920.675
TRANS2024.070.5920.664
TransReIDVenue=ICCV'212026.020.5920.664
TransReIDBackbone=ViT, Side Information Embedding (SIE)=true, Overlapping Patch (OLP)=true2022.110.5920.664
TransReIDBackbone=ViT-B/16, Modality=Image-based, Supervision=No External Supervision2026.040.5920.664
CLIP-SCGIBackbone=ViT-B/16, Modality=Image-based, Supervision=External Supervision2026.040.5920.675
DiPSize=256, Stride=162022.120.5910.664
PartFormerBackbone=ViT-Base2024.080.5880.663
AAformerBackbone=ViT, Resolution=> 256x1282024.100.5820.67
AAformerBackbone=ViT, Input Resolution=> 256x1282022.110.5820.67
AAformerBackbone=ViT2024.110.5820.671
TransReIDBackbone=DeiT-B/16, Size=256x128, Sliding-window setting=true2021.020.5810.664
BPBreIDBackbone=ResNet-50-ibn, Training scheme=Arbitrary/Heavier2022.110.5750.713
SSGRTraining scheme=Arbitrary/Heavier2022.110.5720.69
SSGR2024.070.5720.69
DPL-ReIDBackbone=CNN2026.050.5720.706
FEDTraining scheme=Arbitrary/Heavier2022.110.5640.681
FED2024.070.5640.681
FEDBackbone=ViT2026.050.5640.681
CAAOBackbone=ResNet-502024.080.5580.678
TransReIDBackbone=ViT-B/16, Size=256x1282021.020.5570.642
TransReIDSize=256, Stride=162022.120.5570.642
LDSTraining scheme=Arbitrary/Heavier2022.110.5570.643
TransReIDBackbone=ViT-Base2024.080.5570.642
TransReIDBackbone=ViT2024.110.5570.642
TransReIDBackbone=ViT2026.050.5570.642
TransReIDBackbone=DeiT-B/16, Size=256x1282021.020.5560.628
RFCNetBackbone=ResNet-502024.080.5450.639
BPBreIDBackbone=ResNet-50, Training scheme=BoT-based2022.110.5410.667
PGFLTraining scheme=Arbitrary/Heavier2022.110.5410.63
PATSize=256, Stride=162022.120.5360.645
PATTraining scheme=Arbitrary/Heavier2022.110.5360.645
PATBackbone=ResNet-502024.080.5360.645
PATBackbone=CNN, Resolution=256x1282024.100.5360.645
PAT2024.070.5360.645
PATBackbone=CNN2022.110.5360.645
PATBackbone=ViT2024.110.5360.645
PATBackbone=ViT2026.050.5360.645
CLIP-ReIDBackbone=CNN, Resolution=256x1282024.100.5350.61
baselineBackbone=ViT, Resolution=256x1282024.100.5350.608
baseline2026.020.5350.608
CLIP-ReIDBackbone=CNN2022.110.5350.61
baselineBackbone=ViT2022.110.5350.608
CLIP-ReIDBackbone=CNN2026.050.5350.61
BaselineBackbone=DeiT-B/16, Size=256x1282021.020.5310.606
BaselineBackbone=ViT-B/16, Size=256x1282021.020.5310.605
ISPBackbone=CNN, Size=256x1282021.020.5230.628
ISPSize=256, Stride=162022.120.5230.628
ISPTraining scheme=Arbitrary/Heavier2022.110.5230.628
ISPBackbone=ResNet-502024.080.5230.628