SOTAVerified

Object Detection

Papers

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Showing 3201–3210 of 10957 papers

TitleStatusHype
A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions—0
Collaborative Learning for Weakly Supervised Object Detection—0
Collaborative Instance Navigation: Leveraging Agent Self-Dialogue to Minimize User Input—0
A Review of Uncertainty Quantification in Deep Learning: Techniques, Applications and Challenges—0
Adversarial Scene Reconstruction and Object Detection System for Assisting Autonomous Vehicle—0
Collaborative Feature-Logits Contrastive Learning for Open-Set Semi-Supervised Object Detection—0
Collaborative Deep Reinforcement Learning for Joint Object Search—0
A Review of Transformer-Based Models for Computer Vision Tasks: Capturing Global Context and Spatial Relationships—0
Collaborative 3D Object Detection for Automatic Vehicle Systems via Learnable Communications—0
3D Object Detection and High-Resolution Traffic Parameters Extraction Using Low-Resolution LiDAR Data—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