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Models/MGR-GCL

MGR-GCL

Reported on 18 benchmarks across 2 tasks · 1 paper · 8 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology9 results

Domain AdaptationonVeri-776 to VehicleID Large
R-5· 2024-10-29
64.36
best: 68.3 (CORE-ReID V2)
SOTA
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Domain AdaptationonVehicleID to VeRi-776
Rank-5· 2024-10-29
87.95
best: 89.05 (CORE-ReID V2)
SOTA
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Domain AdaptationonVehicleID to VeRi-776
mAP· 2024-10-29
48.73
best: 49.5 (CORE-ReID V2)
SOTA
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Domain AdaptationonVeri-776 to VehicleID Medium
R-5· 2024-10-29
67.65
best: 74.36 (CORE-ReID V2)
SOTA
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Domain AdaptationonVeri-776 to VehicleID Large
R-1· 2024-10-29
42.83
best: 48.62 (CORE-ReID V2)
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Domain AdaptationonVeri-776 to VehicleID Large
mAP· 2024-10-29
47.59
best: 57.99 (CORE-ReID V2)
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Domain AdaptationonVehicleID to VeRi-776
Rank-1· 2024-10-29
79.29
best: 80.4 (SPCL)
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Domain AdaptationonVeri-776 to VehicleID Medium
R-1· 2024-10-29
45.88
best: 53.49 (CORE-ReID V2)
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Domain AdaptationonVeri-776 to VehicleID Medium
mAP· 2024-10-29
50.56
best: 63.02 (CORE-ReID V2)
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667

Other9 results

Unsupervised Domain AdaptationonVeri-776 to VehicleID Large
R-5· 2024-10-29
64.36
best: 68.3 (CORE-ReID V2)
SOTA
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Unsupervised Domain AdaptationonVehicleID to VeRi-776
Rank-5· 2024-10-29
87.95
best: 89.05 (CORE-ReID V2)
SOTA
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Unsupervised Domain AdaptationonVehicleID to VeRi-776
mAP· 2024-10-29
48.73
best: 49.5 (CORE-ReID V2)
SOTA
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Unsupervised Domain AdaptationonVeri-776 to VehicleID Medium
R-5· 2024-10-29
67.65
best: 74.36 (CORE-ReID V2)
SOTA
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Unsupervised Domain AdaptationonVeri-776 to VehicleID Large
R-1· 2024-10-29
42.83
best: 48.62 (CORE-ReID V2)
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Unsupervised Domain AdaptationonVeri-776 to VehicleID Large
mAP· 2024-10-29
47.59
best: 57.99 (CORE-ReID V2)
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Unsupervised Domain AdaptationonVehicleID to VeRi-776
Rank-1· 2024-10-29
79.29
best: 80.4 (SPCL)
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Unsupervised Domain AdaptationonVeri-776 to VehicleID Medium
R-1· 2024-10-29
45.88
best: 53.49 (CORE-ReID V2)
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667
Unsupervised Domain AdaptationonVeri-776 to VehicleID Medium
mAP· 2024-10-29
50.56
best: 63.02 (CORE-ReID V2)
Revisiting Multi-Granularity Representation via Group Contrastive Learning for Unsupervised Vehicle Re-identification arXiv:2410.21667