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Models/vehiclenet

vehiclenet

Reported on 10 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Computer Vision10 results

Intelligent SurveillanceonVehicleID Large
Rank-1· uses extra data· 2020-04-14
79.46
best: 94.7 (Recall@k Surrogate loss (ViT-B/16))
SOTA
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification arXiv:2004.06305
Intelligent SurveillanceonVehicleID Medium
Rank-1· uses extra data· 2020-04-14
81.35
best: 95.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification arXiv:2004.06305
Intelligent SurveillanceonVehicleID Small
Rank-1· uses extra data· 2020-04-14
83.64
best: 96.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification arXiv:2004.06305
Intelligent SurveillanceonVeRi
Rank-1· uses extra data· 2020-04-14
96.78
SOTA
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification arXiv:2004.06305
Intelligent SurveillanceonVeRi
mAP· uses extra data· 2020-04-14
83.41
SOTA
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification arXiv:2004.06305
Vehicle Re-IdentificationonVehicleID Large
Rank-1· uses extra data· 2020-04-14
79.46
best: 94.7 (Recall@k Surrogate loss (ViT-B/16))
SOTA
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification arXiv:2004.06305
Vehicle Re-IdentificationonVehicleID Medium
Rank-1· uses extra data· 2020-04-14
81.35
best: 95.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification arXiv:2004.06305
Vehicle Re-IdentificationonVehicleID Small
Rank-1· uses extra data· 2020-04-14
83.64
best: 96.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification arXiv:2004.06305
Vehicle Re-IdentificationonVeRi
Rank-1· uses extra data· 2020-04-14
96.78
SOTA
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification arXiv:2004.06305
Vehicle Re-IdentificationonVeRi
mAP· uses extra data· 2020-04-14
83.41
SOTA
VehicleNet: Learning Robust Visual Representation for Vehicle Re-identification arXiv:2004.06305