SOTAVerified

Object Detection

Papers

Showing 15511600 of 10957 papers

TitleStatusHype
Accelerate 3D Object Detection Models via Zero-Shot Attention Key PruningCode1
Is Depth Really Necessary for Salient Object Detection?Code1
Geography-Aware Self-Supervised LearningCode1
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Bounding Box Disparity: 3D Metrics for Object Detection With Full Degree of FreedomCode1
DI-V2X: Learning Domain-Invariant Representation for Vehicle-Infrastructure Collaborative 3D Object DetectionCode1
Bounding Box Stability against Feature Dropout Reflects Detector Generalization across EnvironmentsCode1
ISTR: End-to-End Instance Segmentation with TransformersCode1
3D-CVF: Generating Joint Camera and LiDAR Features Using Cross-View Spatial Feature Fusion for 3D Object DetectionCode1
GOOD: Exploring Geometric Cues for Detecting Objects in an Open WorldCode1
DivergentNets: Medical Image Segmentation by Network EnsembleCode1
BoxeR: Box-Attention for 2D and 3D TransformersCode1
itKD: Interchange Transfer-based Knowledge Distillation for 3D Object DetectionCode1
Box-Level Active DetectionCode1
An Explicit Local and Global Representation Disentanglement Framework with Applications in Deep Clustering and Unsupervised Object DetectionCode1
DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote SensingCode1
Contrastive Mean Teacher for Domain Adaptive Object DetectorsCode1
DNN-Based Map Deviation Detection in LiDAR Point CloudsCode1
Contrastive Masked Autoencoders are Stronger Vision LearnersCode1
Domain-Adaptive Object Detection via Uncertainty-Aware Distribution AlignmentCode1
GeNAS: Neural Architecture Search with Better GeneralizationCode1
Joint Multi-Person Body Detection and Orientation Estimation via One Unified EmbeddingCode1
DOLPHINS: Dataset for Collaborative Perception enabled Harmonious and Interconnected Self-drivingCode1
JSTASR: Joint Size and Transparency-Aware Snow Removal Algorithm Based on Modified Partial Convolution and Veiling Effect RemovalCode1
GDIP: Gated Differentiable Image Processing for Object-Detection in Adverse ConditionsCode1
GeneA-SLAM2: Dynamic SLAM with AutoEncoder-Preprocessed Genetic Keypoints Resampling and Depth Variance-Guided Dynamic Region RemovalCode1
Domain Adaptive Object Detection for Autonomous Driving under Foggy WeatherCode1
Bridge Past and Future: Overcoming Information Asymmetry in Incremental Object DetectionCode1
AdaScale SGD: A User-Friendly Algorithm for Distributed TrainingCode1
Domain Adaptive Faster R-CNN for Object Detection in the WildCode1
Bridging Cross-task Protocol Inconsistency for Distillation in Dense Object DetectionCode1
Domain Adaptation for Underwater Image Enhancement via Content and Style SeparationCode1
Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box RegressionCode1
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in DrawingsCode1
Contour Proposal Networks for Biomedical Instance SegmentationCode1
Activation to Saliency: Forming High-Quality Labels for Completely Unsupervised Salient Object DetectionCode1
Bridging the Domain Gap for Multi-Agent PerceptionCode1
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation ModelsCode1
Contrastive Deep SupervisionCode1
An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask DetectionCode1
General Geometry-aware Weakly Supervised 3D Object DetectionCode1
Bridging the Gap between Multi-focus and Multi-modal: A Focused Integration Framework for Multi-modal Image FusionCode1
3D Dual-Fusion: Dual-Domain Dual-Query Camera-LiDAR Fusion for 3D Object DetectionCode1
DOTA: A Large-scale Dataset for Object Detection in Aerial ImagesCode1
AutoAssign: Differentiable Label Assignment for Dense Object DetectionCode1
DOTIE -- Detecting Objects through Temporal Isolation of Events using a Spiking ArchitectureCode1
AutoAlignV2: Deformable Feature Aggregation for Dynamic Multi-Modal 3D Object DetectionCode1
Label, Verify, Correct: A Simple Few Shot Object Detection MethodCode1
Activate or Not: Learning Customized ActivationCode1
Continual Object Detection via Prototypical Task Correlation Guided Gating MechanismCode1
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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