SOTAVerified

Object Detection

Papers

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Showing 3661–3670 of 10957 papers

TitleStatusHype
Evaluating GAN-Based Image Augmentation for Threat Detection in Large-Scale Xray Security Images—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
Category-level Object Detection, Pose Estimation and Reconstruction from Stereo Images—0
ForcePose: A Deep Learning Approach for Force Calculation Based on Action Recognition Using MediaPipe Pose Estimation Combined with Object Detection—0
Evaluating multi-class learning strategies in a generative hierarchical framework for object detection—0
A Proposal-Based Solution to Spatio-Temporal Action Detection in Untrimmed Videos—0
Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze—0
Evaluating Stenosis Detection with Grounding DINO, YOLO, and DINO-DETR—0
Efficient sign language recognition system and dataset creation method based on deep learning and image processing—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