SOTAVerified

Object Detection

Papers

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Showing 3811–3820 of 10957 papers

TitleStatusHype
Align-DETR: Enhancing End-to-end Object Detection with Aligned LossCode1
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective—0
Directly Optimizing IoU for Bounding Box Localization—0
DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection—0
Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv5—0
PALF: Pre-Annotation and Camera-LiDAR Late Fusion for the Easy Annotation of Point Clouds—0
Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv8—0
RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionCode1
Class-Incremental Learning of Plant and Disease Detection: Growing Branches with Knowledge Distillation—0
Gamifying Math Education using Object Detection—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