SOTAVerified

Object Detection

Papers

Showing 33313340 of 10957 papers

TitleStatusHype
QE-BEV: Query Evolution for Bird's Eye View Object Detection in Varied ContextsCode0
Neighbor-Vote: Improving Monocular 3D Object Detection through Neighbor Distance VotingCode0
Addressing Multiple Salient Object Detection via Dual-Space Long-Range DependenciesCode0
NBBOX: Noisy Bounding Box Improves Remote Sensing Object DetectionCode0
Network Decoupling: From Regular to Depthwise Separable ConvolutionsCode0
Object Detection with Pixel Intensity Comparisons Organized in Decision TreesCode0
Dynamic Adversarial Attacks on Autonomous Driving SystemsCode0
DVPE: Divided View Position Embedding for Multi-View 3D Object DetectionCode0
ANNA: A Deep Learning Based Dataset in Heterogeneous Traffic for Autonomous VehiclesCode0
Narrowing the Gap: Improved Detector Training with Noisy Location AnnotationsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66Unverified
2InternImage-H (M3I Pre-training)box mAP65.5Unverified
3M3I Pre-training (InternImage-H)box mAP65.4Unverified
4MoCaEbox mAP65.1Unverified
5Co-DETR (Swin-L)box mAP64.8Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8Unverified
7EVAbox mAP64.7Unverified
8Group DETR v2box mAP64.5Unverified
9FocalNet-H (DINO)box mAP64.4Unverified
10InternImage-XLbox mAP64.3Unverified