SOTAVerified

Object Detection

Papers

Showing 76017650 of 10957 papers

TitleStatusHype
DeLR: Active Learning for Detection with Decoupled Localization and Recognition Query0
PSRR-MaxpoolNMS: Pyramid Shifted MaxpoolNMS with Relationship Recovery0
Delegating Custom Object Detection Tasks to a Universal Classification System0
Large receptive field strategy and important feature extraction strategy in 3D object detection0
Large Model Based Referring Camouflaged Object Detection0
Large Language Model Guided Progressive Feature Alignment for Multimodal UAV Object Detection0
BadODD: Bangladeshi Autonomous Driving Object Detection Dataset0
Large-Field Contextual Feature Learning for Glass Detection0
Large Batch Optimization for Object Detection: Training COCO in 12 Minutes0
Pursuing Better Decision Boundaries for Long-Tailed Object Detection via Category Information Amount0
Pushing the Limits of Asynchronous Graph-based Object Detection with Event Cameras0
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information0
LargeAD: Large-Scale Cross-Sensor Data Pretraining for Autonomous Driving0
PVAFN: Point-Voxel Attention Fusion Network with Multi-Pooling Enhancing for 3D Object Detection0
Degenerate Swin to Win: Plain Window-based Transformer without Sophisticated Operations0
BadFusion: 2D-Oriented Backdoor Attacks against 3D Object Detection0
PVGNet: A Bottom-Up One-Stage 3D Object Detector With Integrated Multi-Level Features0
A multilayer backpropagation saliency detection algorithm and its applications0
LapNet : Automatic Balanced Loss and Optimal Assignment for Real-Time Dense Object Detection0
PV-RCNN++: Semantical Point-Voxel Feature Interaction for 3D Object Detection0
PV-RCNN: The Top-Performing LiDAR-only Solutions for 3D Detection / 3D Tracking / Domain Adaptation of Waymo Open Dataset Challenges0
PV-SSD: A Multi-Modal Point Cloud Feature Fusion Method for Projection Features and Variable Receptive Field Voxel Features0
Language Modulated Detection and Detection Modulated Language Grounding in 2D and 3D Scenes0
Deformably-Scaled Transposed Convolution0
Language Models as Zero-Shot Trajectory Generators0
Language-guided Learning for Object Detection Tackling Multiple Variations in Aerial Images0
Language-Guided 3D Object Detection in Point Cloud for Autonomous Driving0
Backtracking Spatial Pyramid Pooling (SPP)-based Image Classifier for Weakly Supervised Top-down Salient Object Detection0
Language-aware Multiple Datasets Detection Pretraining for DETRs0
Deformable Part-based Fully Convolutional Network for Object Detection0
Language-Assisted 3D Scene Understanding0
Deformable One-Dimensional Object Detection for Routing and Manipulation0
LangNav: Language as a Perceptual Representation for Navigation0
LanePtrNet: Revisiting Lane Detection as Point Voting and Grouping on Curves0
Deformable Filter Convolution for Point Cloud Reasoning0
Backtracking ScSPM Image Classifier for Weakly Supervised Top-Down Saliency0
A Multi-cut Formulation for Joint Segmentation and Tracking of Multiple Objects0
ADAM: Autonomous Discovery and Annotation Model using LLMs for Context-Aware Annotations0
LAM-YOLO: Drones-based Small Object Detection on Lighting-Occlusion Attention Mechanism YOLO0
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement0
Labels Are Not Perfect: Inferring Spatial Uncertainty in Object Detection0
QuadBEV: An Efficient Quadruple-Task Perception Framework via Bird's-Eye-View Representation0
Labels Are Not Perfect: Improving Probabilistic Object Detection via Label Uncertainty0
QuAD: Query-based Interpretable Neural Motion Planning for Autonomous Driving0
Deformable Capsules for Object Detection0
Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning0
Label-PEnet: Sequential Label Propagation and Enhancement Networks for Weakly Supervised Instance Segmentation0
Deformable Attention Mechanisms Applied to Object Detection, case of Remote Sensing0
Labeling Indoor Scenes with Fusion of Out-of-the-Box Perception Models0
DefMamba: Deformable Visual State Space Model0
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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