SOTAVerified

Object Detection

Papers

Showing 61766200 of 10957 papers

TitleStatusHype
Sparse DETR: Efficient End-to-End Object Detection with Learnable SparsityCode1
VPFNet: Improving 3D Object Detection with Virtual Point based LiDAR and Stereo Data Fusion0
DanceTrack: Multi-Object Tracking in Uniform Appearance and Diverse MotionCode1
OOD-CV: A Benchmark for Robustness to Out-of-Distribution Shifts of Individual Nuisances in Natural Images0
ESGN: Efficient Stereo Geometry Network for Fast 3D Object Detection0
Automated Detection of Patients in Hospital Video Recordings0
EffCNet: An Efficient CondenseNet for Image Classification on NXP BlueBox0
MAE-DET: Revisiting Maximum Entropy Principle in Zero-Shot NAS for Efficient Object Detection0
Reinforcement Explanation Learning0
CDNet is all you need: Cascade DCN based underwater object detection RCNNCode1
Effectiveness of Detection-based and Regression-based Approaches for Estimating Mask-Wearing Ratio0
Uncertainty Aware Proposal Segmentation for Unknown Object Detection0
BoxeR: Box-Attention for 2D and 3D TransformersCode1
Detecting and Tracking Small and Dense Moving Objects in Satellite Videos: A BenchmarkCode1
NomMer: Nominate Synergistic Context in Vision Transformer for Visual RecognitionCode1
Joint stereo 3D object detection and implicit surface reconstructionCode0
Robust Object Detection with Multi-input Multi-output Faster R-CNN0
Cross-Domain Adaptive Teacher for Object DetectionCode1
Semi-supervised Object Detection via Virtual Category Learning0
Application of deep learning to camera trap data for ecologists in planning / engineering -- Can captivity imagery train a model which generalises to the wild?0
Track Boosting and Synthetic Data Aided Drone Detection0
An Image Patch is a Wave: Phase-Aware Vision MLPCode0
PeCo: Perceptual Codebook for BERT Pre-training of Vision TransformersCode1
Few-Shot Object Detection via Association and DIscriminationCode1
Bounding Box-Free Instance Segmentation Using Semi-Supervised Learning for Generating a City-Scale Vehicle Dataset0
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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