SOTAVerified

2D Object Detection

Papers

Showing 76–100 of 210 papers

TitleStatusHype
Large, Complex, and Realistic Safety Clothing and Helmet Detection: Dataset and MethodCode1
LMOT: Efficient Light-Weight Detection and Tracking in CrowdsCode1
Parcel3D: Shape Reconstruction from Single RGB Images for Applications in Transportation LogisticsCode1
EfficientPose: An efficient, accurate and scalable end-to-end 6D multi object pose estimation approachCode1
PolarFormer: Multi-camera 3D Object Detection with Polar TransformerCode1
C^2Former: Calibrated and Complementary Transformer for RGB-Infrared Object DetectionCode1
4D Unsupervised Object DiscoveryCode1
Multitask AET with Orthogonal Tangent Regularity for Dark Object DetectionCode1
WALT: Watch and Learn 2D Amodal Representation From Time-Lapse ImageryCode1
Using Feature Alignment Can Improve Clean Average Precision and Adversarial Robustness in Object DetectionCode1
Subcategory-aware Convolutional Neural Networks for Object Proposals and DetectionCode0
TRR360D: A dataset for 360 degree rotated rectangular box table detectionCode0
DFUC2020: Analysis Towards Diabetic Foot Ulcer DetectionCode0
Detection of Accounting Anomalies in the Latent Space using Adversarial Autoencoder Neural NetworksCode0
AI-Driven Relocation Tracking in Dynamic Kitchen EnvironmentsCode0
Seeing Through Fog Without Seeing Fog: Deep Multimodal Sensor Fusion in Unseen Adverse WeatherCode0
Single-stage uav detection and classification with yolov5: Mosaic data augmentation and panetCode0
scikit-image: Image processing in PythonCode0
Three-dimensional Backbone Network for 3D Object Detection in Traffic ScenesCode0
IoU Loss for 2D/3D Object DetectionCode0
1st Place Solutions of Waymo Open Dataset Challenge 2020 -- 2D Object Detection TrackCode0
Small Object Detection via Pixel Level Balancing With Applications to Blood Cell DetectionCode0
Weakly Aligned Cross-Modal Learning for Multispectral Pedestrian DetectionCode0
Relaxed Rotational Equivariance via G-Biases in VisionCode0
Revisiting 3D Context Modeling with Supervised Pre-training for Universal Lesion Detection in CT SlicesCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SARATR-XmAP57.3—Unverified
2DenoDetbox mAP55.4—Unverified
3MSFA (F-RCNN+ConvNext-T)box mAP54.8—Unverified
4MSFA (GFL+R50)box mAP53.7—Unverified
5MSFA (Deformable DETR)box mAP51.3—Unverified
6Cascade R-CNNbox mAP51.1—Unverified
7MSFA (F-RCNN+R50)box mAP51.1—Unverified
8Deformable DETRbox mAP50—Unverified
9FCOSbox mAP49.8—Unverified
10F-RCNNbox mAP49—Unverified
#ModelMetricClaimedVerifiedStatus
1OAFAtest/mAP5079.4—Unverified
2CALNettest/mAP5075.4—Unverified
3CAGTDetVal/mAP5074.6—Unverified
4C2Formertest/mAP5072.8—Unverified
5TarDALtest/mAP5072.6—Unverified
6AR-CNNVal/mAP5071.6—Unverified
7GLFNettest/mAP5071.4—Unverified
8TSFADettest/mAP5070.4—Unverified
9CIANVal/mAP5070.2—Unverified
10HalfwayFusionVal/mAP5068.2—Unverified
#ModelMetricClaimedVerifiedStatus
1TransMindmAP70.7—Unverified
2YOLOv7mAP69.5—Unverified
3TOODmAP65.6—Unverified
4YOLOXmAP57.7—Unverified
5Sparse R-CNNmAP47.3—Unverified
#ModelMetricClaimedVerifiedStatus
1yolov8smAP500.98—Unverified
2yolov8mmAP500.97—Unverified
3yolov8nmAP500.97—Unverified
4yolov5smAP500.97—Unverified
5yolov5nmAP500.96—Unverified
#ModelMetricClaimedVerifiedStatus
1EMV-YOLOmAP79.7—Unverified
2MAETmAP77.7—Unverified
3WARLearnmAP55.7—Unverified
#ModelMetricClaimedVerifiedStatus
1MambaCoral-DiffDetmAP5084.3—Unverified
2SCoralDetmAP5080.19—Unverified
3SCoralNetmAP53.9—Unverified
#ModelMetricClaimedVerifiedStatus
1HRFuser-Tclear hard (AP)79.48—Unverified
2Deep Entropy Fusionclear hard (AP)79.46—Unverified
#ModelMetricClaimedVerifiedStatus
1HRFuser-Tdense fog hard (AP)78.21—Unverified
2Deep Entropy Fusiondense fog hard (AP)76.69—Unverified
#ModelMetricClaimedVerifiedStatus
1InternImage-HmAP38.8—Unverified
#ModelMetricClaimedVerifiedStatus
1LACLSDetection: Full ([email protected])59.3—Unverified
#ModelMetricClaimedVerifiedStatus
1GCC-NetAll mAP69.1—Unverified
#ModelMetricClaimedVerifiedStatus
1SCAResNet[email protected]62.6—Unverified
#ModelMetricClaimedVerifiedStatus
1Yolov8x (640x640)mAP61.4—Unverified
#ModelMetricClaimedVerifiedStatus
1GLIPAverage mAP0.11—Unverified
#ModelMetricClaimedVerifiedStatus
1WARLearnMAP52.6—Unverified
#ModelMetricClaimedVerifiedStatus
1rotated-retinanet-rbox-r360_r50_fpn_6x.pyAP50(T<90)0.53—Unverified
#ModelMetricClaimedVerifiedStatus
1YOLOv12xAP500.9—Unverified
#ModelMetricClaimedVerifiedStatus
1RT-DSAFDet[email protected]54.2—Unverified