SOTAVerified

Object Detection

Papers

Showing 45014550 of 10957 papers

TitleStatusHype
Instance Temperature Knowledge DistillationCode0
Inter-Species Cell Detection: Datasets on pulmonary hemosiderophages in equine, human and feline specimensCode0
Joint stereo 3D object detection and implicit surface reconstructionCode0
Contrastive Learning with Temporal Correlated Medical Images: A Case Study using Lung Segmentation in Chest X-RaysCode0
Contrastive Learning for OOD in Object detectionCode0
Contrastive Learning for Object DetectionCode0
ImVoxelNet: Image to Voxels Projection for Monocular and Multi-View General-Purpose 3D Object DetectionCode0
Improving the performance of object detection by preserving label distributionCode0
Contrastive Learning for Multi-Object Tracking with TransformersCode0
Improving the Performance of Object Detection by Preserving Balanced Class DistributionCode0
A GAN-Enhanced Deep Learning Framework for Rooftop Detection from Historical Aerial ImageryCode0
Improving Robustness Without Sacrificing Accuracy with Patch Gaussian AugmentationCode0
Improving Video Instance Segmentation by Light-weight Temporal Uncertainty EstimatesCode0
Distilling Knowledge by Mimicking FeaturesCode0
Improving Object Detection for Time-Lapse Imagery Using Temporal Features in Wildlife MonitoringCode0
Improving Generalization Performance of YOLOv8 for Camera Trap Object DetectionCode0
Improving Localization for Semi-Supervised Object DetectionCode0
Improving Generalization Ability for 3D Object Detection by Learning Sparsity-invariant FeaturesCode0
Improving Long-tailed Object Detection with Image-Level Supervision by Multi-Task Collaborative LearningCode0
Improving Object Detection with Inverted AttentionCode0
Improving Camouflaged Object Detection with the Uncertainty of Pseudo-edge LabelsCode0
FSSD: Feature Fusion Single Shot Multibox DetectorCode0
Continuous Patient Monitoring with AI: Real-Time Analysis of Video in Hospital Care SettingsCode0
Improved Techniques for Learning to Dehaze and Beyond: A Collective StudyCode0
Improving Deep Lesion Detection Using 3D Contextual and Spatial AttentionCode0
Implicit 3D Orientation Learning for 6D Object Detection from RGB ImagesCode0
A Stagewise Refinement Model for Detecting Salient Objects in ImagesCode0
FSATFusion: Frequency-Spatial Attention Transformer for Infrared and Visible Image FusionCode0
Imbalance Problems in Object Detection: A ReviewCode0
A Framework of Transfer Learning in Object Detection for Embedded SystemsCode0
Improved detection of discarded fish species through BoxAL active learningCode0
Continual Learning for Out-of-Distribution Pedestrian DetectionCode0
Frustum ConvNet: Sliding Frustums to Aggregate Local Point-Wise Features for Amodal 3D Object DetectionCode0
Image Captioning with Deep Bidirectional LSTMsCode0
ImageGCN: Multi-Relational Image Graph Convolutional Networks for Disease Identification with Chest X-raysCode0
HQOD: Harmonious Quantization for Object DetectionCode0
From Simple to Professional: A Combinatorial Controllable Image Captioning AgentCode0
IGCV3: Interleaved Low-Rank Group Convolutions for Efficient Deep Neural NetworksCode0
Identifying Label Errors in Object Detection Datasets by Loss InspectionCode0
Identifying Light-curve Signals with a Deep Learning Based Object Detection Algorithm. II. A General Light Curve Classification FrameworkCode0
IDD-YOLOv5: A Lightweight Insulator Defect Real-time Detection AlgorithmCode0
A Theoretical and Practical Framework for Evaluating Uncertainty Calibration in Object DetectionCode0
IDD-3D: Indian Driving Dataset for 3D Unstructured Road ScenesCode0
Identification of Driver Phone Usage Violations via State-of-the-Art Object Detection with TrackingCode0
Identify Light-Curve Signals with Deep Learning Based Object Detection Algorithm. I. Transit DetectionCode0
Identity-Consistent Aggregation for Video Object DetectionCode0
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language TasksCode0
Improved Pothole Detection Using YOLOv7 and ESRGANCode0
Joint Viewpoint and Keypoint Estimation with Real and Synthetic DataCode0
Hyperspectral Image Dataset for Benchmarking on Salient Object DetectionCode0
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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