SOTAVerified

Object Detection

Papers

Showing 12011250 of 10957 papers

TitleStatusHype
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
PG-RCNN: Semantic Surface Point Generation for 3D Object DetectionCode1
PRIOR: Prototype Representation Joint Learning from Medical Images and ReportsCode1
Towards Generic and Controllable Attacks Against Object DetectionCode1
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary TransformerCode1
Learning Dynamic Query Combinations for Transformer-based Object Detection and SegmentationCode1
Augmented Box Replay: Overcoming Foreground Shift for Incremental Object DetectionCode1
GEM: Boost Simple Network for Glass Surface Segmentation via Vision Foundation ModelsCode1
CORE: Cooperative Reconstruction for Multi-Agent PerceptionCode1
Deep Directly-Trained Spiking Neural Networks for Object DetectionCode1
HVDetFusion: A Simple and Robust Camera-Radar Fusion FrameworkCode1
Cascade-DETR: Delving into High-Quality Universal Object DetectionCode1
AlignDet: Aligning Pre-training and Fine-tuning in Object DetectionCode1
PE-YOLO: Pyramid Enhancement Network for Dark Object DetectionCode1
Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy WeatherCode1
MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and ResultsCode1
Random Boxes Are Open-world Object DetectorsCode1
On Point Affiliation in Feature UpsamplingCode1
M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry OptimizationCode1
RCM-Fusion: Radar-Camera Multi-Level Fusion for 3D Object DetectionCode1
Nonlinear optical encoding enabled by recurrent linear scatteringCode1
Implementation of a perception system for autonomous vehicles using a detection-segmentation network in SoC FPGACode1
Revisiting Domain-Adaptive 3D Object Detection by Reliable, Diverse and Class-balanced Pseudo-LabelingCode1
Semi-DETR: Semi-Supervised Object Detection with Detection TransformersCode1
Achelous: A Fast Unified Water-surface Panoptic Perception Framework based on Fusion of Monocular Camera and 4D mmWave RadarCode1
WaterScenes: A Multi-Task 4D Radar-Camera Fusion Dataset and Benchmarks for Autonomous Driving on Water SurfacesCode1
DNN-Based Map Deviation Detection in LiDAR Point CloudsCode1
Parametric Depth Based Feature Representation Learning for Object Detection and Segmentation in Bird's Eye ViewCode1
Edge-Aware Mirror Network for Camouflaged Object DetectionCode1
Solvent: A Framework for Protein FoldingCode1
Semi-supervised Learning from Street-View Images and OpenStreetMap for Automatic Building Height EstimationCode1
Unbalanced Optimal Transport: A Unified Framework for Object DetectionCode1
Practical Collaborative Perception: A Framework for Asynchronous and Multi-Agent 3D Object DetectionCode1
MaskBEV: Joint Object Detection and Footprint Completion for Bird's-eye View 3D Point CloudsCode1
Towards Building Self-Aware Object Detectors via Reliable Uncertainty Quantification and CalibrationCode1
MobileViG: Graph-Based Sparse Attention for Mobile Vision ApplicationsCode1
Spatial-Temporal Graph Enhanced DETR Towards Multi-Frame 3D Object DetectionCode1
Detection-segmentation convolutional neural network for autonomous vehicle perceptionCode1
C^2Former: Calibrated and Complementary Transformer for RGB-Infrared Object DetectionCode1
AFPN: Asymptotic Feature Pyramid Network for Object DetectionCode1
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin TransformerCode1
Cross-modal transformers for infrared and visible image fusionCode1
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object DetectionCode1
A Gated Cross-domain Collaborative Network for Underwater Object DetectionCode1
DesCo: Learning Object Recognition with Rich Language DescriptionsCode1
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation ModelsCode1
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in SportsCode1
Inter-Instance Similarity Modeling for Contrastive LearningCode1
A systematic approach to deep learning-based nodule detection in chest radiographsCode1
CrossKD: Cross-Head Knowledge Distillation for Object DetectionCode1
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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