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Models/GiT

GiT

Reported on 12 benchmarks across 3 tasks · 1 paper · 4 SOTA

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

Computer Vision12 results

Intelligent SurveillanceonVeRi-776
Rank1· 2021-07-12
96.86
best: 97.3 (RPTM)
SOTA
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Intelligent SurveillanceonVehicleID Small
mAP· 2021-07-12
90.12
best: 92.5 (MBR-4B (without RK))
SOTA
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Vehicle Re-IdentificationonVeRi-776
Rank1· 2021-07-12
96.86
best: 97.3 (RPTM)
SOTA
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Vehicle Re-IdentificationonVehicleID Small
mAP· 2021-07-12
90.12
best: 92.5 (MBR-4B (without RK))
SOTA
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Person Re-IdentificationonMSMT17
Rank-1· 2021-07-12
85.6
best: 91.7 (SOLIDER (with re-ranking))
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Person Re-IdentificationonMSMT17
mAP· 2021-07-12
64.8
best: 86.7 (CLIP-ReID (with re-ranking))
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Person Re-IdentificationonMarket-1501
Rank-1· 2021-07-12
95.7
best: 98 (st-ReID(RE, RK))
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Person Re-IdentificationonMarket-1501
mAP· 2021-07-12
88.9
best: 96.21 (Unsupervised Pre-training (ResNet101+RK))
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Intelligent SurveillanceonVeRi-776
mAP· 2021-07-12
80.34
best: 92.1 (MBR4B-LAI (w/ RK))
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Intelligent SurveillanceonVehicleID Small
Rank1· 2021-07-12
84.65
best: 87.9 (ANet)
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Vehicle Re-IdentificationonVeRi-776
mAP· 2021-07-12
80.34
best: 92.1 (MBR4B-LAI (w/ RK))
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475
Vehicle Re-IdentificationonVehicleID Small
Rank1· 2021-07-12
84.65
best: 87.9 (ANet)
GiT: Graph Interactive Transformer for Vehicle Re-identification arXiv:2107.05475