SOTAVerified

Object Detection

Papers

Showing 17911800 of 10957 papers

TitleStatusHype
Learning Shared RGB-D Fields: Unified Self-supervised Pre-training for Label-efficient LiDAR-Camera 3D PerceptionCode1
Enhanced Automotive Radar Collaborative Sensing By Exploiting Constructive Interference0
Understanding differences in applying DETR to natural and medical images0
A re-calibration method for object detection with multi-modal alignment bias in autonomous driving0
ContrastAlign: Toward Robust BEV Feature Alignment via Contrastive Learning for Multi-Modal 3D Object Detection0
OED: Towards One-stage End-to-End Dynamic Scene Graph GenerationCode1
SCaRL- A Synthetic Multi-Modal Dataset for Autonomous Driving0
Collective Perception Datasets for Autonomous Driving: A Comprehensive Review0
Tracking Small Birds by Detection Candidate Region Filtering and Detection History-aware Association0
Hardness-Aware Scene Synthesis for Semi-Supervised 3D Object DetectionCode0
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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