SOTAVerified

Object Detection

Papers

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Showing 3621–3630 of 10957 papers

TitleStatusHype
Category-Specific Object Reconstruction from a Single Image—0
Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint—0
A Novel Strategy for Improving Robustness in Computer Vision Manufacturing Defect Detection—0
Environmental Matching Attack Against Unmanned Aerial Vehicles Object Detection—0
Efficient Test-time Adaptive Object Detection via Sensitivity-Guided Pruning—0
Category Modeling from Just a Single Labeling: Use Depth Information to Guide the Learning of 2D Models—0
Efficient Softmax Approximation for Deep Neural Networks with Attention Mechanism—0
Applying the Lower-Biased Teacher Model in Semi-Supervised Object Detection—0
Objects as Extreme Points—0
Efficient Single Object Detection on Image Patches with Early Exit Enhanced High-Precision CNNs—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified