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Models/Smooth-AP

Smooth-AP

Reported on 17 benchmarks across 3 tasks · 1 paper · 16 SOTA

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

Computer Vision17 results

Image RetrievaloniNaturalist
R@1· 2020-07-23
67.2
best: 88.9 (Unicom+ViT-L@336px)
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Image RetrievaloniNaturalist
R@16· 2020-07-23
90.3
best: 95.9 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Image RetrievaloniNaturalist
R@32· 2020-07-23
93.1
best: 97.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Image RetrievaloniNaturalist
R@5· 2020-07-23
81.8
best: 92.1 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Intelligent SurveillanceonVehicleID Large
Rank-1· 2020-07-23
91.9
best: 94.7 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Intelligent SurveillanceonVehicleID Large
Rank-5· 2020-07-23
96.2
best: 97.1 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Intelligent SurveillanceonVehicleID Medium
Rank-1· 2020-07-23
93.3
best: 95.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Intelligent SurveillanceonVehicleID Medium
Rank-5· 2020-07-23
96.4
best: 97.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Intelligent SurveillanceonVehicleID Small
Rank-1· 2020-07-23
94.9
best: 96.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Intelligent SurveillanceonVehicleID Small
Rank-5· 2020-07-23
97.6
best: 98 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Vehicle Re-IdentificationonVehicleID Large
Rank-1· 2020-07-23
91.9
best: 94.7 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Vehicle Re-IdentificationonVehicleID Large
Rank-5· 2020-07-23
96.2
best: 97.1 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Vehicle Re-IdentificationonVehicleID Medium
Rank-1· 2020-07-23
93.3
best: 95.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Vehicle Re-IdentificationonVehicleID Medium
Rank-5· 2020-07-23
96.4
best: 97.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Vehicle Re-IdentificationonVehicleID Small
Rank-1· 2020-07-23
94.9
best: 96.2 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Vehicle Re-IdentificationonVehicleID Small
Rank-5· 2020-07-23
97.6
best: 98 (Recall@k Surrogate loss (ViT-B/16))
SOTA
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163
Image RetrievalonSOP
R@1· 2020-07-23
80.1
best: 91.2 (Unicom+ViT-L@336px)
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval arXiv:2007.12163