SOTAVerified

2D Object Detection

Papers

Showing 2650 of 210 papers

TitleStatusHype
Relation DETR: Exploring Explicit Position Relation Prior for Object DetectionCode3
Wavelet Convolutions for Large Receptive FieldsCode4
DenoDet: Attention as Deformable Multi-Subspace Feature Denoising for Target Detection in SAR ImagesCode4
Open-YOLO 3D: Towards Fast and Accurate Open-Vocabulary 3D Instance SegmentationCode3
YOLOv10: Real-Time End-to-End Object DetectionCode11
SARATR-X: Toward Building A Foundation Model for SAR Target RecognitionCode3
BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection0
Run-time Monitoring of 3D Object Detection in Automated Driving Systems Using Early Layer Neural Activation Patterns0
SCAResNet: A ResNet Variant Optimized for Tiny Object Detection in Transmission and Distribution TowersCode1
MosquitoFusion: A Multiclass Dataset for Real-Time Detection of Mosquitoes, Swarms, and Breeding Sites Using Deep LearningCode0
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering RefinementCode3
EffiPerception: an Efficient Framework for Various Perception Tasks0
SeSame: Simple, Easy 3D Object Detection with Point-Wise SemanticsCode1
SARDet-100K: Towards Open-Source Benchmark and ToolKit for Large-Scale SAR Object DetectionCode4
Run-time Introspection of 2D Object Detection in Automated Driving Systems Using Learning Representations0
MSU-4S - The Michigan State University Four Seasons Dataset0
Weakly Misalignment-free Adaptive Feature Alignment for UAVs-based Multimodal Object Detection0
First qualitative observations on deep learning vision model YOLO and DETR for automated driving in Austria0
RadioGalaxyNET: Dataset and Novel Computer Vision Algorithms for the Detection of Extended Radio Galaxies and Infrared HostsCode0
Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake DetectionCode3
Globular Cluster Detection in M33 Using Multiple Views Representation LearningCode0
Topology-Matching Normalizing Flows for Out-of-Distribution Detection in Robot Learning0
PrObeD: Proactive Object Detection WrapperCode0
YOLO-BEV: Generating Bird's-Eye View in the Same Way as 2D Object Detection0
OpenAgents: An Open Platform for Language Agents in the WildCode4
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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
6MSFA (F-RCNN+R50)box mAP51.1Unverified
7Cascade R-CNNbox 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
3yolov5smAP500.97Unverified
4yolov8nmAP500.97Unverified
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