SOTAVerified

Object Detection

Papers

Showing 381390 of 10957 papers

TitleStatusHype
LeYOLO, New Scalable and Efficient CNN Architecture for Object DetectionCode2
LiDAR-PTQ: Post-Training Quantization for Point Cloud 3D Object DetectionCode2
DFormer: Rethinking RGBD Representation Learning for Semantic SegmentationCode2
Distance-IoU Loss: Faster and Better Learning for Bounding Box RegressionCode2
Battle of the Backbones: A Large-Scale Comparison of Pretrained Models across Computer Vision TasksCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
Detection in Crowded Scenes: One Proposal, Multiple PredictionsCode2
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image FusionCode2
Detecting Everything in the Open World: Towards Universal Object DetectionCode2
Detect-Order-Construct: A Tree Construction based Approach for Hierarchical Document Structure AnalysisCode2
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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