Vehicle Re-Identification on RGBNT100
0.882mAPNEXT
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| NEXTModality=Multi-Modal, Venue=Ours, Backbone=CLIP-B/162025.05 | 0.882 | 0.977 | — | |
| DCGVenue=Ours, Modality=Multi-modal, Architecture=CLIP-based2026.01 | 0.876 | 0.976 | — | |
| IDEAVenue=CVPR’25, Modality=Multi-modal, Architecture=CLIP-based2026.01 | 0.872 | 0.965 | — | |
| IDEAModality=Multi-Modal, Venue=CVPR’25, Backbone=CLIP-B/162025.05 | 0.872 | 0.965 | — | |
| ICPLVenue=TMM’25, Modality=Multi-modal, Architecture=CLIP-based2026.01 | 0.87 | 0.986 | — | |
| ICPL-ReIDModality=Multi-Modal, Venue=T-MM’25, Backbone=CLIP-B/162025.05 | 0.87 | 0.986 | — | |
| CoENVenue=arxiv’25, Modality=Multi-modal, Architecture=CLIP-based2026.01 | 0.864 | 0.966 | — | |
| DeMoVenue=AAAI’25, Modality=Multi-modal, Architecture=CLIP-based2026.01 | 0.862 | 0.976 | — | |
| DeMoModality=Multi-Modal, Venue=AAAI’25, Backbone=CLIP-B/162025.05 | 0.862 | 0.976 | — | |
| PromptMAVenue=TIP’25, Modality=Multi-modal, Architecture=CLIP-based2026.01 | 0.853 | 0.974 | — | |
| PromptMAModality=Multi-Modal, Venue=T-IP’25, Backbone=CLIP-B/162025.05 | 0.853 | 0.974 | — | |
| MambaproVenue=AAAI’25, Modality=Multi-modal, Architecture=CLIP-based2026.01 | 0.839 | 0.947 | — | |
| MambaProModality=Multi-Modal, Venue=AAAI’25, Backbone=CLIP-B/162025.05 | 0.839 | 0.947 | — | |
| EDITORVenue=CVPR’24, Modality=Multi-modal, Architecture=ViT-based2026.01 | 0.821 | 0.964 | — | |
| EDITORModality=Multi-Modal, Venue=CVPR’24, Backbone=ViT-B/162025.05 | 0.821 | 0.964 | — | |
| FACENetVenue=INFFU’25, Modality=Multi-modal, Architecture=ViT-based2026.01 | 0.815 | 0.969 | — | |
| FACENetModality=Multi-Modal, Venue=INFFUS’25, Backbone=ViT-B/162025.05 | 0.815 | 0.969 | — | |
| TOP-ReIDVenue=AAAI’24, Modality=Multi-modal, Architecture=ViT-based2026.01 | 0.812 | 0.964 | — | |
| TOP-ReIDModality=Multi-Modal, Venue=AAAI’24, Backbone=ViT-B/162025.05 | 0.812 | 0.964 | — | |
| BoTVenue=CVPRW’19, Modality=Single, Architecture=CNN-based2026.01 | 0.78 | 0.951 | — | |
| BoTModality=Single-Modal, Venue=CVPRW’19, Backbone=ResNet2025.05 | 0.78 | 0.951 | — | |
| CCNetVenue=INFFU’23, Modality=Multi-modal, Architecture=CNN-based2026.01 | 0.772 | 0.963 | — | |
| CCNetModality=Multi-Modal, Venue=INFFUS’23, Backbone=ResNet2025.05 | 0.772 | 0.963 | — | |
| HTTVenue=AAAI’24, Modality=Multi-modal, Architecture=ViT-based2026.01 | 0.757 | 0.926 | — | |
| TransReIDVenue=ICCV’21, Modality=Single, Architecture=ViT-based2026.01 | 0.756 | 0.929 | — | |
| TransReIDModality=Single-Modal, Venue=ICCV’21, Backbone=ViT-B/162025.05 | 0.756 | 0.929 | — | |
| OSNetVenue=ICCV’19, Modality=Single, Architecture=CNN-based2026.01 | 0.75 | 0.956 | — | |
| OSNetModality=Single-Modal, Venue=ICCV’19, Backbone=ResNet2025.05 | 0.75 | 0.956 | — | |
| HAMNETVenue=CVPR’18, Modality=Multi-modal, Architecture=CNN-based2026.01 | 0.745 | 0.933 | — | |
| HAMNetModality=Multi-Modal, Venue=AAAI’20, Backbone=ResNet2025.05 | 0.745 | 0.933 | — | |
| AGWVenue=TPAMI’21, Modality=Single, Architecture=CNN-based2026.01 | 0.731 | 0.927 | — | |
| AGWModality=Single-Modal, Venue=T-PAMI’21, Backbone=ResNet2025.05 | 0.731 | 0.927 | — | |
| PFNetVenue=AAAI’21, Modality=Multi-modal, Architecture=CNN-based2026.01 | 0.681 | 0.941 | — | |
| PFNetModality=Multi-Modal, Venue=AAAI’21, Backbone=ResNet2025.05 | 0.681 | 0.941 | — | |
| PFDModality=Single-Modal, Venue=AAAI’22, Backbone=ResNet2025.05 | 0.675 | 0.926 | — | |
| ViT Base + VCDomain=IR, Num Cls=502026.05 | 0.6426 | 0.8444 | 0.8851 | |
| IEEEVenue=AAAI’22, Modality=Multi-modal, Architecture=CNN-based2026.01 | 0.613 | 0.878 | — | |
| IEEEModality=Multi-Modal, Venue=AAAI’22, Backbone=ResNet2025.05 | 0.613 | 0.878 | — | |
| ViT BaseDomain=IR, Num Cls=502026.05 | 0.6081 | 0.8211 | 0.8624 | |
| SPANDomain=IR, Num Cls=502026.05 | 0.5365 | 0.7513 | 0.8181 |