SOTAVerified

Object Detection

Papers

Showing 31813190 of 10957 papers

TitleStatusHype
End-to-end Autonomous Driving using Deep Learning: A Systematic Review0
Joint Gaze-Location and Gaze-Object Detection0
SOGDet: Semantic-Occupancy Guided Multi-view 3D Object DetectionCode1
How to Evaluate the Generalization of Detection? A Benchmark for Comprehensive Open-Vocabulary DetectionCode3
STRIDE: Street View-based Environmental Feature Detection and Pedestrian Collision PredictionCode0
Eventful Transformers: Leveraging Temporal Redundancy in Vision TransformersCode1
Black-box Unsupervised Domain Adaptation with Bi-directional Atkinson-Shiffrin MemoryCode0
Data-Side Efficiencies for Lightweight Convolutional Neural Networks0
Perspective-aware Convolution for Monocular 3D Object DetectionCode0
On Offline Evaluation of 3D Object Detection for Autonomous Driving0
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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