SOTAVerified

Object Detection

Papers

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Showing 3591–3600 of 10957 papers

TitleStatusHype
Enhancing Performance of Vision Transformers on Small Datasets through Local Inductive Bias Incorporation—0
Enhancing Representations through Heterogeneous Self-Supervised Learning—0
Chart-RCNN: Efficient Line Chart Data Extraction from Camera Images—0
Enhancing SAR Object Detection with Self-Supervised Pre-training on Masked Auto-Encoders—0
Efficient Softmax Approximation for Deep Neural Networks with Attention Mechanism—0
Efficient Single Object Detection on Image Patches with Early Exit Enhanced High-Precision CNNs—0
Cheaper Pre-training Lunch: An Efficient Paradigm for Object Detection—0
Investigating the Role of Attribute Context in Vision-Language Models for Object Recognition and Detection—0
Category-level Object Detection, Pose Estimation and Reconstruction from Stereo Images—0
FLASHμ: Fast Localizing And Sizing of Holographic Microparticles—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