SOTAVerified

Object Detection

Papers

Showing 52265250 of 10957 papers

TitleStatusHype
Enhancing Representations through Heterogeneous Self-Supervised Learning0
Detecting Abnormal Health Conditions in Smart Home Using a Drone0
QE-BEV: Query Evolution for Bird's Eye View Object Detection in Varied ContextsCode0
Activate and Reject: Towards Safe Domain Generalization under Category Shift0
How To Effectively Train An Ensemble Of Faster R-CNN Object Detectors To Quantify UncertaintyCode0
Towards Long-Range 3D Object Detection for Autonomous Vehicles0
Dense Random Texture Detection using Beta Distribution Statistics0
CUPre: Cross-domain Unsupervised Pre-training for Few-Shot Cell Segmentation0
Parking Spot Classification based on surround view camera system0
Real-time Multi-modal Object Detection and Tracking on Edge for Regulatory Compliance Monitoring0
Swin-Tempo: Temporal-Aware Lung Nodule Detection in CT Scans as Video Sequences Using Swin Transformer-Enhanced UNet0
Exploring Model Learning Heterogeneity for Boosting Ensemble RobustnessCode0
MarineDet: Towards Open-Marine Object Detection0
Beyond the Benchmark: Detecting Diverse Anomalies in VideosCode0
OneAdapt: Fast Configuration Adaptation for Video Analytics Applications via Backpropagation0
Every Dataset Counts: Scaling up Monocular 3D Object Detection with Joint Datasets Training0
Adaptive Visual Scene Understanding: Incremental Scene Graph GenerationCode0
LS-VOS: Identifying Outliers in 3D Object Detections Using Latent Space Virtual Outlier Synthesis0
Pixel-Aligned Recurrent Queries for Multi-View 3D Object Detection0
Towards Robust 3D Object Detection In Rainy Conditions0
You Do Not Need Additional Priors in Camouflage Object Detection0
Self-supervised Learning of Contextualized Local Visual EmbeddingsCode0
Watch Out! Simple Horizontal Class Backdoor Can Trivially Evade DefenseCode0
MonoGAE: Roadside Monocular 3D Object Detection with Ground-Aware Embeddings0
RBF Weighted Hyper-Involution for RGB-D Object Detection0
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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