SOTAVerified

Object Detection

Papers

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Showing 671–680 of 10957 papers

TitleStatusHype
YOLO-UniOW: Efficient Universal Open-World Object DetectionCode2
Differential Evolution Integrated Hybrid Deep Learning Model for Object Detection in Pre-made Dishes—0
SimLTD: Simple Supervised and Semi-Supervised Long-Tailed Object DetectionCode1
Plastic Waste Classification Using Deep Learning: Insights from the WaDaBa Dataset—0
Leveraging Scene Geometry and Depth Information for Robust Image Deraining—0
Optimizing Helmet Detection with Hybrid YOLO Pipelines: A Detailed Analysis—0
Chimera: A Block-Based Neural Architecture Search Framework for Event-Based Object Detection—0
Detection of Body Packs in Abdominal CT scans Through Artificial IntelligenceCode0
Assessing Pre-trained Models for Transfer Learning through Distribution of Spectral Components—0
Revisiting Monocular 3D Object Detection from Scene-Level Depth Retargeting to Instance-Level Spatial Refinement—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