SOTAVerified

Object Detection

Papers

Showing 80018050 of 10957 papers

TitleStatusHype
Object Removal Attacks on LiDAR-based 3D Object Detectors0
DPointNet: A Density-Oriented PointNet for 3D Object Detection in Point Clouds0
Weight Rescaling: Effective and Robust Regularization for Deep Neural Networks with Batch Normalization0
Gated3D: Monocular 3D Object Detection From Temporal Illumination Cues0
Multispectral Object Detection with Deep Learning0
Deep Texture-Aware Features for Camouflaged Object Detection0
Custom Object Detection via Multi-Camera Self-Supervised Learning0
Compressed Object DetectionCode0
Fast Concept Mapping: The Emergence of Human Abilities in Artificial Neural Networks when Learning Embodied and Self-SupervisedCode0
New Generation Deep Learning For Video Object Dection:A Survery0
Autodidactic Neurosurgeon: Collaborative Deep Inference for Mobile Edge Intelligence via Online Learning0
Human-Machine Collaborative Video Coding Through Cuboidal Partitioning0
Box Re-Ranking: Unsupervised False Positive Suppression for Domain Adaptive Pedestrian Detection0
ConvNets for Counting: Object Detection of Transient Phenomena in Steelpan DrumsCode0
Segmenting Microcalcifications in Mammograms and its ApplicationsCode0
[Re] A Reproduction of Ensemble Distribution DistillationCode0
PV-RCNN++: Point-Voxel Feature Set Abstraction With Local Vector Representation for 3D Object Detection0
MLMA-Net: multi-level multi-attentional learning for multi-label object detection in textile defect images0
Latent-Space Inpainting for Packet Loss Concealment in Collaborative Object Detection0
Few-Shot Learning for Road Object Detection0
Diminishing Domain Bias by Leveraging Domain Labels in Object Detection on UAVs0
Synthetic Data and Hierarchical Object Detection in Overhead Imagery0
Gaining Scale Invariance in UAV Bird's Eye View Object Detection by Adaptive Resizing0
Object Detection Made Simpler by Eliminating Heuristic NMS0
Information contraction in noisy binary neural networks and its implications0
Rethinking Rotated Object Detection with Gaussian Wasserstein Distance Loss0
Towards Universal Physical Attacks On Cascaded Camera-Lidar 3D Object Detection Models0
Named Entity Recognition in the Style of Object Detection0
Spatio-temporal Data Augmentation for Visual Surveillance0
Anchor Distance for 3D Multi-Object Distance Estimation from 2D Single Shot0
They See Me Rollin': Inherent Vulnerability of the Rolling Shutter in CMOS Image SensorsCode0
A Comprehensive Survey on Hardware-Aware Neural Architecture Search0
Generating Black-Box Adversarial Examples in Sparse Domain0
COLLIDE-PRED: Prediction of On-Road Collision From Surveillance Videos0
Occlusion Handling in Generic Object Detection: A Review0
A two-stage data association approach for 3D Multi-object Tracking0
Class balanced underwater object detection dataset generated by class-wise style augmentation0
Online Active Proposal Set Generation for Weakly Supervised Object Detection0
Video Relation Detection with Trajectory-aware Multi-modal Features0
Fooling thermal infrared pedestrian detectors in real world using small bulbs0
Focal and Efficient IOU Loss for Accurate Bounding Box RegressionCode0
Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS0
An Improvement of Object Detection Performance using Multi-step Machine Learnings0
Machine learning with limited data0
Semi-Automatic Annotation For Visual Object TrackingCode0
Auto4D: Learning to Label 4D Objects from Sequential Point Clouds0
Self-Supervised Representation Learning from Flow Equivariance0
Optimized and autonomous machine learning framework for characterizing pores, particles, grains and grain boundaries in microstructural images0
Adaptive Remote Sensing Image Attribute Learning for Active Object Detection0
Semi Supervised Deep Quick Instance Detection and Segmentation0
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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