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ResearchFormerly WizWand

Vehicle Re-Identification on RGBNT100

0.882mAPNEXT
0.522680.6159650.709250.802535May 26, 2025Jul 22, 2025Sep 18, 2025Nov 14, 2025Jan 11, 2026Mar 9, 2026May 6, 2026
Updated 5mo ago

Evaluation results

MethodLinks
NEXTModality=Multi-Modal, Venue=Ours, Backbone=CLIP-B/162025.050.8820.977—
DCGVenue=Ours, Modality=Multi-modal, Architecture=CLIP-based2026.010.8760.976—
IDEAVenue=CVPR’25, Modality=Multi-modal, Architecture=CLIP-based2026.010.8720.965—
IDEAModality=Multi-Modal, Venue=CVPR’25, Backbone=CLIP-B/162025.050.8720.965—
ICPLVenue=TMM’25, Modality=Multi-modal, Architecture=CLIP-based2026.010.870.986—
ICPL-ReIDModality=Multi-Modal, Venue=T-MM’25, Backbone=CLIP-B/162025.050.870.986—
CoENVenue=arxiv’25, Modality=Multi-modal, Architecture=CLIP-based2026.010.8640.966—
DeMoVenue=AAAI’25, Modality=Multi-modal, Architecture=CLIP-based2026.010.8620.976—
DeMoModality=Multi-Modal, Venue=AAAI’25, Backbone=CLIP-B/162025.050.8620.976—
PromptMAVenue=TIP’25, Modality=Multi-modal, Architecture=CLIP-based2026.010.8530.974—
PromptMAModality=Multi-Modal, Venue=T-IP’25, Backbone=CLIP-B/162025.050.8530.974—
MambaproVenue=AAAI’25, Modality=Multi-modal, Architecture=CLIP-based2026.010.8390.947—
MambaProModality=Multi-Modal, Venue=AAAI’25, Backbone=CLIP-B/162025.050.8390.947—
EDITORVenue=CVPR’24, Modality=Multi-modal, Architecture=ViT-based2026.010.8210.964—
EDITORModality=Multi-Modal, Venue=CVPR’24, Backbone=ViT-B/162025.050.8210.964—
FACENetVenue=INFFU’25, Modality=Multi-modal, Architecture=ViT-based2026.010.8150.969—
FACENetModality=Multi-Modal, Venue=INFFUS’25, Backbone=ViT-B/162025.050.8150.969—
TOP-ReIDVenue=AAAI’24, Modality=Multi-modal, Architecture=ViT-based2026.010.8120.964—
TOP-ReIDModality=Multi-Modal, Venue=AAAI’24, Backbone=ViT-B/162025.050.8120.964—
BoTVenue=CVPRW’19, Modality=Single, Architecture=CNN-based2026.010.780.951—
BoTModality=Single-Modal, Venue=CVPRW’19, Backbone=ResNet2025.050.780.951—
CCNetVenue=INFFU’23, Modality=Multi-modal, Architecture=CNN-based2026.010.7720.963—
CCNetModality=Multi-Modal, Venue=INFFUS’23, Backbone=ResNet2025.050.7720.963—
HTTVenue=AAAI’24, Modality=Multi-modal, Architecture=ViT-based2026.010.7570.926—
TransReIDVenue=ICCV’21, Modality=Single, Architecture=ViT-based2026.010.7560.929—
TransReIDModality=Single-Modal, Venue=ICCV’21, Backbone=ViT-B/162025.050.7560.929—
OSNetVenue=ICCV’19, Modality=Single, Architecture=CNN-based2026.010.750.956—
OSNetModality=Single-Modal, Venue=ICCV’19, Backbone=ResNet2025.050.750.956—
HAMNETVenue=CVPR’18, Modality=Multi-modal, Architecture=CNN-based2026.010.7450.933—
HAMNetModality=Multi-Modal, Venue=AAAI’20, Backbone=ResNet2025.050.7450.933—
AGWVenue=TPAMI’21, Modality=Single, Architecture=CNN-based2026.010.7310.927—
AGWModality=Single-Modal, Venue=T-PAMI’21, Backbone=ResNet2025.050.7310.927—
PFNetVenue=AAAI’21, Modality=Multi-modal, Architecture=CNN-based2026.010.6810.941—
PFNetModality=Multi-Modal, Venue=AAAI’21, Backbone=ResNet2025.050.6810.941—
PFDModality=Single-Modal, Venue=AAAI’22, Backbone=ResNet2025.050.6750.926—
ViT Base + VCDomain=IR, Num Cls=502026.050.64260.84440.8851
IEEEVenue=AAAI’22, Modality=Multi-modal, Architecture=CNN-based2026.010.6130.878—
IEEEModality=Multi-Modal, Venue=AAAI’22, Backbone=ResNet2025.050.6130.878—
ViT BaseDomain=IR, Num Cls=502026.050.60810.82110.8624
SPANDomain=IR, Num Cls=502026.050.53650.75130.8181