SOTAVerified

2D Object Detection

Papers

Showing 176200 of 210 papers

TitleStatusHype
Visibility Guided NMS: Efficient Boosting of Amodal Object Detection in Crowded Traffic Scenes0
Hardware-in-the-Loop End-to-End Optimization of Camera Image Processing Pipelines0
SS3D: Single Shot 3D Object Detector0
DFUC2020: Analysis Towards Diabetic Foot Ulcer DetectionCode0
YOLO and K-Means Based 3D Object Detection Method on Image and Point Cloud0
3D Object Detection Method Based on YOLO and K-Means for Image and Point Clouds0
3D Object Detection from a Single Fisheye Image Without a Single Fisheye Training Image0
Gun Source and Muzzle Head Detection0
Object Viewpoint Classification Based 3D Bounding Box Estimation for Autonomous Vehicles0
Object detection on aerial imagery using CenterNetCode0
IoU Loss for 2D/3D Object DetectionCode0
Detection of Accounting Anomalies in the Latent Space using Adversarial Autoencoder Neural NetworksCode0
DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM0
Lung Nodules Detection and Segmentation Using 3D Mask-RCNN0
2D Car Detection in Radar Data with PointNets0
BLVD: Building A Large-scale 5D Semantics Benchmark for Autonomous DrivingCode0
Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse WeatherCode0
Three-dimensional Backbone Network for 3D Object Detection in Traffic ScenesCode0
Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian DetectionCode0
IPOD: Intensive Point-based Object Detector for Point Cloud0
Grid R-CNNCode0
CIAN: Cross-Image Affinity Net for Weakly Supervised Semantic SegmentationCode0
MonoGRNet: A Geometric Reasoning Network for Monocular 3D Object LocalizationCode0
Conscious Inference for Object Detection0
Leolani: a reference machine with a theory of mind for social communicationCode0
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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