SOTAVerified

Object Detection

Papers

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Showing 5701–5725 of 10957 papers

TitleStatusHype
Lightweight Multi-Frame Integration for Robust YOLO Object Detection in Videos—0
Active Learning for Deep Neural Networks on Edge Devices—0
Improving Unsupervised Video Object Segmentation via Fake Flow Generation—0
Lightweight Object Detection: A Study Based on YOLOv7 Integrated with ShuffleNetv2 and Vision Transformer—0
Deep Features Analysis with Attention Networks—0
Improving training of deep neural networks via Singular Value Bounding—0
Improving the Successful Robotic Grasp Detection Using Convolutional Neural Networks—0
Deep Feature Pyramid Reconfiguration for Object Detection—0
Light-YOLOv5: A Lightweight Algorithm for Improved YOLOv5 in Complex Fire Scenarios—0
Automatic Construction of Deformable Models In-The-Wild—0
Meta-Learning for Color-to-Infrared Cross-Modal Style Transfer—0
Active Learning for Deep Object Detection—0
Limitation of Acyclic Oriented Graphs Matching as Cell Tracking Accuracy Measure when Evaluating Mitosis—0
LiMoSeg: Real-time Bird's Eye View based LiDAR Motion Segmentation—0
Automatic Cattle Identification using YOLOv5 and Mosaic Augmentation: A Comparative Analysis—0
1-HKUST: Object Detection in ILSVRC 2014—0
Linear Object Detection in Document Images using Multiple Object Tracking—0
Linear Symmetric Quantization of Neural Networks for Low-precision Integer Hardware—0
Improving the Intra-class Long-tail in 3D Detection via Rare Example Mining—0
Deep feature compression for collaborative object detection—0
Detection of Underwater Multi-Targets Based on Self-Supervised Learning and Deformable Path Aggregation Feature Pyramid Network—0
MetaGraspNet: A Large-Scale Benchmark Dataset for Scene-Aware Ambidextrous Bin Picking via Physics-based Metaverse Synthesis—0
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection—0
LineMarkNet: Line Landmark Detection for Valet Parking—0
Improving the accuracy of neural networks in analog computing-in-memory systems by a generalized quantization method—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