SOTAVerified

2D Object Detection

Papers

Showing 76100 of 210 papers

TitleStatusHype
DR-WLC: Dimensionality Reduction cognition for object detection and pose estimation by Watching, Learning and CheckingCode0
Poses of People in Art: A Data Set for Human Pose Estimation in Digital Art History0
Designing BERT for Convolutional Networks: Sparse and Hierarchical Masked ModelingCode3
PACO: Parts and Attributes of Common ObjectsCode2
WaterMask: Instance Segmentation for Underwater ImageryCode1
Monocular 3D Object Detection using Multi-Stage Approaches with Attention and Slicing aided hyper inference0
Objects as Spatio-Temporal 2.5D points0
Roboflow 100: A Rich, Multi-Domain Object Detection BenchmarkCode2
3D Cascade RCNN: High Quality Object Detection in Point CloudsCode1
InternImage: Exploring Large-Scale Vision Foundation Models with Deformable ConvolutionsCode4
PointSee: Image Enhances Point Cloud0
MSF3DDETR: Multi-Sensor Fusion 3D Detection Transformer for Autonomous Driving0
4D Unsupervised Object DiscoveryCode1
Translation, Scale and Rotation: Cross-Modal Alignment Meets RGB-Infrared Vehicle Detection0
Identifying Out-of-Distribution Samples in Real-Time for Safety-Critical 2D Object Detection with Margin Entropy Loss0
LMOT: Efficient Light-Weight Detection and Tracking in CrowdsCode1
An Embedded Monocular Vision Approach for Ground-Aware Objects Detection and Position EstimationCode1
DAROD: A Deep Automotive Radar Object Detector on Range-Doppler mapsCode1
Level Set-Based Camera Pose Estimation From Multiple 2D/3D Ellipse-Ellipsoid Correspondences0
XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory ModelCode3
DRL-ISP: Multi-Objective Camera ISP with Deep Reinforcement Learning0
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectorsCode7
HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object DetectionCode1
PolarFormer: Multi-camera 3D Object Detection with Polar TransformerCode1
0/1 Deep Neural Networks via Block Coordinate Descent0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SARATR-XmAP57.3Unverified
2DenoDetbox mAP55.4Unverified
3MSFA (F-RCNN+ConvNext-T)box mAP54.8Unverified
4MSFA (GFL+R50)box mAP53.7Unverified
5MSFA (Deformable DETR)box mAP51.3Unverified
6Cascade R-CNNbox mAP51.1Unverified
7MSFA (F-RCNN+R50)box mAP51.1Unverified
8Deformable DETRbox mAP50Unverified
9FCOSbox mAP49.8Unverified
10F-RCNNbox mAP49Unverified
#ModelMetricClaimedVerifiedStatus
1OAFAtest/mAP5079.4Unverified
2CALNettest/mAP5075.4Unverified
3CAGTDetVal/mAP5074.6Unverified
4C2Formertest/mAP5072.8Unverified
5TarDALtest/mAP5072.6Unverified
6AR-CNNVal/mAP5071.6Unverified
7GLFNettest/mAP5071.4Unverified
8TSFADettest/mAP5070.4Unverified
9CIANVal/mAP5070.2Unverified
10HalfwayFusionVal/mAP5068.2Unverified
#ModelMetricClaimedVerifiedStatus
1TransMindmAP70.7Unverified
2YOLOv7mAP69.5Unverified
3TOODmAP65.6Unverified
4YOLOXmAP57.7Unverified
5Sparse R-CNNmAP47.3Unverified
#ModelMetricClaimedVerifiedStatus
1yolov8smAP500.98Unverified
2yolov8mmAP500.97Unverified
3yolov8nmAP500.97Unverified
4yolov5smAP500.97Unverified
5yolov5nmAP500.96Unverified
#ModelMetricClaimedVerifiedStatus
1EMV-YOLOmAP79.7Unverified
2MAETmAP77.7Unverified
3WARLearnmAP55.7Unverified
#ModelMetricClaimedVerifiedStatus
1MambaCoral-DiffDetmAP5084.3Unverified
2SCoralDetmAP5080.19Unverified
3SCoralNetmAP53.9Unverified
#ModelMetricClaimedVerifiedStatus
1HRFuser-Tclear hard (AP)79.48Unverified
2Deep Entropy Fusionclear hard (AP)79.46Unverified
#ModelMetricClaimedVerifiedStatus
1HRFuser-Tdense fog hard (AP)78.21Unverified
2Deep Entropy Fusiondense fog hard (AP)76.69Unverified
#ModelMetricClaimedVerifiedStatus
1InternImage-HmAP38.8Unverified
#ModelMetricClaimedVerifiedStatus
1LACLSDetection: Full (mAP@0.5)59.3Unverified
#ModelMetricClaimedVerifiedStatus
1GCC-NetAll mAP69.1Unverified
#ModelMetricClaimedVerifiedStatus
1SCAResNetmAP@0.562.6Unverified
#ModelMetricClaimedVerifiedStatus
1Yolov8x (640x640)mAP61.4Unverified
#ModelMetricClaimedVerifiedStatus
1GLIPAverage mAP0.11Unverified
#ModelMetricClaimedVerifiedStatus
1WARLearnMAP52.6Unverified
#ModelMetricClaimedVerifiedStatus
1rotated-retinanet-rbox-r360_r50_fpn_6x.pyAP50(T<90)0.53Unverified
#ModelMetricClaimedVerifiedStatus
1YOLOv12xAP500.9Unverified
#ModelMetricClaimedVerifiedStatus
1RT-DSAFDetAP@0.554.2Unverified