SOTAVerified

Object Detection

Papers

Showing 65016550 of 10957 papers

TitleStatusHype
FFPA-Net: Efficient Feature Fusion with Projection Awareness for 3D Object Detection0
PROB-SLAM: Real-time Visual SLAM Based on Probabilistic Graph Optimization0
Efficient Perception, Planning, and Control Algorithm for Vision-Based Automated Vehicles0
Towards Improving Calibration in Object Detection Under Domain Shift0
CRAFT: Camera-Radar 3D Object Detection with Spatio-Contextual Fusion Transformer0
A Survey on Evolutionary Computation for Computer Vision and Image Analysis: Past, Present, and Future Trends0
Computer vision based vehicle tracking as a complementary and scalable approach to RFID tagging0
ComplETR: Reducing the cost of annotations for object detection in dense scenes with vision transformers0
CMR3D: Contextualized Multi-Stage Refinement for 3D Object Detection0
Virtual Underwater Datasets for Autonomous Inspections0
Multi-modal Streaming 3D Object Detection0
One-Shot Doc Snippet Detection: Powering Search in Document Beyond Text0
Towards Sparsification of Graph Neural NetworksCode0
Multiple Object Tracking in Recent Times: A Literature Review0
Large-Field Contextual Feature Learning for Glass Detection0
Investigation of a Machine learning methodology for the SKA pulsar search pipeline0
Exploring Target Representations for Masked AutoencodersCode0
SANIP: Shopping Assistant and Navigation for the visually impaired0
nVFNet-RDC: Replay and Non-Local Distillation Collaboration for Continual Object Detection0
FasterX: Real-Time Object Detection Based on Edge GPUs for UAV Applications0
MSMDFusion: Fusing LiDAR and Camera at Multiple Scales with Multi-Depth Seeds for 3D Object DetectionCode0
Hardware faults that matter: Understanding and Estimating the safety impact of hardware faults on object detection DNNsCode0
TransCAB: Transferable Clean-Annotation Backdoor to Object Detection with Natural Trigger in Real-WorldCode0
Automatic counting of mounds on UAV images: combining instance segmentation and patch-level correction0
Progressive Domain Adaptation with Contrastive Learning for Object Detection in the Satellite Imagery0
SEFormer: Structure Embedding Transformer for 3D Object Detection0
Rice Leaf Disease Classification and Detection Using YOLOv50
Impact of Scaled Image on Robustness of Deep Neural Networks0
Impact of Colour Variation on Robustness of Deep Neural Networks0
Hybrid Gromov-Wasserstein Embedding for Capsule Learning0
Fast Fourier Convolution Based Remote Sensor Image Object Detection for Earth Observation0
Image Models for large-scale Object Detection and Classification0
Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss0
DAFA: Diversity-Aware Feature Aggregation for Attention-Based Video Object Detection0
Few-shot Adaptive Object Detection with Cross-Domain CutMix0
Archangel: A Hybrid UAV-based Human Detection Benchmark with Position and Pose Metadata0
3DLG-Detector: 3D Object Detection via Simultaneous Local-Global Feature Learning0
MAFormer: A Transformer Network with Multi-scale Attention Fusion for Visual Recognition0
AWADA: Attention-Weighted Adversarial Domain Adaptation for Object Detection0
Scatter Points in Space: 3D Detection from Multi-view Monocular Images0
Transfering Low-Frequency Features for Domain Adaptation0
MRL: Learning to Mix with Attention and Convolutions0
PanorAMS: Automatic Annotation for Detecting Objects in Urban Context0
Weakly Supervised Faster-RCNN+FPN to classify animals in camera trap images0
Chosen methods of improving small object recognition with weak recognizable features0
Open-Set Semi-Supervised Object Detection0
Light-YOLOv5: A Lightweight Algorithm for Improved YOLOv5 in Complex Fire Scenarios0
Radial Prediction Domain Adaption Classifier for the MIDOG 2022 ChallengeCode0
PV-RCNN++: Semantical Point-Voxel Feature Interaction for 3D Object Detection0
TemporalNet: Real-time 2D-3D Video 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