SOTAVerified

Object Detection

Papers

Showing 38013825 of 10957 papers

TitleStatusHype
OOD-CV-v2: An extended Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images0
RadarFormer: Lightweight and Accurate Real-Time Radar Object Detection ModelCode1
Applications of Deep Learning for Top-View Omnidirectional Imaging: A Survey0
Leveraging Multi-view Data for Improved Detection Performance: An Industrial Use Case0
SDVRF: Sparse-to-Dense Voxel Region Fusion for Multi-modal 3D Object Detection0
DETRs Beat YOLOs on Real-time Object DetectionCode8
A Survey on Few-Shot Class-Incremental Learning0
Vehicle Safety Management System0
Handling Heavy Occlusion in Dense Crowd Tracking by Focusing on the Heads0
The Art of Camouflage: Few-Shot Learning for Animal Detection and SegmentationCode0
Align-DETR: Enhancing End-to-end Object Detection with Aligned LossCode1
Directly Optimizing IoU for Bounding Box Localization0
DETR with Additional Global Aggregation for Cross-domain Weakly Supervised Object Detection0
YOLO-Drone:Airborne real-time detection of dense small objects from high-altitude perspective0
Real-Time Helmet Violation Detection in AI City Challenge 2023 with Genetic Algorithm-Enhanced YOLOv50
PALF: Pre-Annotation and Camera-LiDAR Late Fusion for the Easy Annotation of Point Clouds0
Real-time Multi-Class Helmet Violation Detection Using Few-Shot Data Sampling Technique and YOLOv80
Class-Incremental Learning of Plant and Disease Detection: Growing Branches with Knowledge Distillation0
Learning Accurate Performance Predictors for Ultrafast Automated Model CompressionCode0
RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionCode1
Gamifying Math Education using Object Detection0
ODAM: Gradient-based instance-specific visual explanations for object detectionCode0
Boosting Convolutional Neural Networks with Middle Spectrum Grouped ConvolutionCode1
SpectFormer: Frequency and Attention is what you need in a Vision Transformer0
Confident Object Detection via Conformal Prediction and Conformal Risk Control: an Application to Railway Signaling0
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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