SOTAVerified

Object Detection

Papers

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Showing 3921–3930 of 10957 papers

TitleStatusHype
A novel efficient Multi-view traffic-related object detection framework—0
Fast Training Data Acquisition for Object Detection and Segmentation using Black Screen Luminance Keying—0
Generative AI in Industrial Machine Vision -- A Review—0
Fast Vehicle Detection and Tracking on Fisheye Traffic Monitoring Video using CNN and Bounding Box Propagation—0
Generative Map Priors for Collaborative BEV Semantic Segmentation—0
Efficient 3D Perception on Multi-Sweep Point Cloud with Gumbel Spatial Pruning—0
Effects of Real-Life Traffic Sign Alteration on YOLOv7- an Object Recognition Model—0
FathomNet: An underwater image training database for ocean exploration and discovery—0
FA-YOLO: Research On Efficient Feature Selection YOLO Improved Algorithm Based On FMDS and AGMF Modules—0
Cascade and Fusion: A Deep Learning Approach for Camouflaged Object Sensing—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