SOTAVerified

Object Detection

Papers

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Showing 3601–3610 of 10957 papers

TitleStatusHype
Enhancing Traffic Sign Recognition On The Performance Based On Yolov8—0
Enhancing Transformers Through Conditioned Embedded Tokens—0
Enhancing Transparent Object Pose Estimation: A Fusion of GDR-Net and Edge Detection—0
Enhancing Tree Type Detection in Forest Fire Risk Assessment: Multi-Stage Approach and Color Encoding with Forest Fire Risk Evaluation Framework for UAV Imagery—0
Efficient Transfer Learning via Joint Adaptation of Network Architecture and Weight—0
Enhancing Visual Domain Adaptation with Source Preparation—0
Category-Specific Object Reconstruction from a Single Image—0
A Novel Strategy for Improving Robustness in Computer Vision Manufacturing Defect 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
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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