SOTAVerified

Object Detection

Papers

Showing 471480 of 10957 papers

TitleStatusHype
LinK3D: Linear Keypoints Representation for 3D LiDAR Point CloudCode2
MobileOne: An Improved One millisecond Mobile BackboneCode2
Tutel: Adaptive Mixture-of-Experts at ScaleCode2
Slim-neck by GSConv: A lightweight-design for real-time detector architecturesCode2
What Are Expected Queries in End-to-End Object Detection?Code2
Unifying Voxel-based Representation with Transformer for 3D Object DetectionCode2
You Only Need 90K Parameters to Adapt Light: A Light Weight Transformer for Image Enhancement and Exposure CorrectionCode2
Point-M2AE: Multi-scale Masked Autoencoders for Hierarchical Point Cloud Pre-trainingCode2
BEVFusion: A Simple and Robust LiDAR-Camera Fusion FrameworkCode2
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature DistillationCode2
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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