SOTAVerified

Object Detection

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2001–2010 of 10957 papers

TitleStatusHype
Enhanced Cooperative Perception for Autonomous Vehicles Using Imperfect Communication—0
Sparse Points to Dense Clouds: Enhancing 3D Detection with Limited LiDAR Data—0
Scaling Multi-Camera 3D Object Detection through Weak-to-Strong ElicitingCode2
Accurate Tennis Court Line Detection on Amateur Recorded Matches—0
Identification of Fine-grained Systematic Errors via Controlled Scene Generation—0
Improving Facial Landmark Detection Accuracy and Efficiency with Knowledge Distillation—0
Learning Embeddings with Centroid Triplet Loss for Object Identification in Robotic GraspingCode2
Label-Efficient 3D Object Detection For Road-Side Units—0
Automatic Defect Detection in Sewer Network Using Deep Learning Based Object Detector—0
Enhanced Radar Perception via Multi-Task Learning: Towards Refined Data for Sensor Fusion Applications—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