SOTAVerified

Object Detection

Papers

Showing 14011450 of 10957 papers

TitleStatusHype
Better Monocular 3D Detectors with LiDAR from the PastCode1
Ensemble-based Blackbox Attacks on Dense PredictionCode1
Adaptive Attention Span in Computer VisionCode1
Learning Loss for Active LearningCode1
Aligning Pretraining for Detection via Object-Level Contrastive LearningCode1
Detecting Every Object from EventsCode1
Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object DetectionCode1
BSH-Det3D: Improving 3D Object Detection with BEV Shape HeatmapCode1
BEVDistill: Cross-Modal BEV Distillation for Multi-View 3D Object DetectionCode1
Depth-Wise Convolutions in Vision Transformers for Efficient Training on Small DatasetsCode1
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D and Video Salient Object DetectionCode1
DeRPN: Taking a further step toward more general object detectionCode1
Depth Quality Aware Salient Object DetectionCode1
Aligning Bird-Eye View Representation of Point Cloud Sequences using Scene FlowCode1
EViT: An Eagle Vision Transformer with Bi-Fovea Self-AttentionCode1
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object DetectionCode1
BEV-MAE: Bird's Eye View Masked Autoencoders for Point Cloud Pre-training in Autonomous Driving ScenariosCode1
Excavating RoI Attention for Underwater Object DetectionCode1
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object DetectionCode1
BEVNeXt: Reviving Dense BEV Frameworks for 3D Object DetectionCode1
Explainability of Deep Learning models for Urban Space perceptionCode1
SimDistill: Simulated Multi-modal Distillation for BEV 3D Object DetectionCode1
DesCo: Learning Object Recognition with Rich Language DescriptionsCode1
Depth-Cooperated Trimodal Network for Video Salient Object DetectionCode1
Aligning Bag of Regions for Open-Vocabulary Object DetectionCode1
Exploring Active 3D Object Detection from a Generalization PerspectiveCode1
Beyond Bounding-Box: Convex-Hull Feature Adaptation for Oriented and Densely Packed Object DetectionCode1
Adaptive Class Suppression Loss for Long-Tail Object DetectionCode1
An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter OptimizationCode1
Exploring Deeper! Segment Anything Model with Depth Perception for Camouflaged Object DetectionCode1
Depth from Camera Motion and Object DetectionCode1
3D Video Object Detection with Learnable Object-Centric Global OptimizationCode1
Exploring Rich and Efficient Spatial Temporal Interactions for Real Time Video Salient Object DetectionCode1
Beyond Generation: Harnessing Text to Image Models for Object Detection and SegmentationCode1
Depth-conditioned Dynamic Message Propagation for Monocular 3D Object DetectionCode1
DPANet: Depth Potentiality-Aware Gated Attention Network for RGB-D Salient Object DetectionCode1
Beyond Max-Margin: Class Margin Equilibrium for Few-shot Object DetectionCode1
Detection and Segmentation of Custom Objects using High Distraction Photorealistic Synthetic DataCode1
Described Object Detection: Liberating Object Detection with Flexible ExpressionsCode1
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation ModelsCode1
Dense RepPoints: Representing Visual Objects with Dense Point SetsCode1
Beyond Self-Supervision: A Simple Yet Effective Network Distillation Alternative to Improve BackbonesCode1
Align-DETR: Enhancing End-to-end Object Detection with Aligned LossCode1
Bridging the Domain Gap for Multi-Agent PerceptionCode1
FAQ: Feature Aggregated Queries for Transformer-based Video Object DetectorsCode1
Far3D: Expanding the Horizon for Surround-view 3D Object DetectionCode1
Anchor-free 3D Single Stage Detector with Mask-Guided Attention for Point CloudCode1
BGF-YOLO: Enhanced YOLOv8 with Multiscale Attentional Feature Fusion for Brain Tumor DetectionCode1
Anchor-free Oriented Proposal Generator for Object DetectionCode1
Density Crop-guided Semi-supervised Object Detection in Aerial ImagesCode1
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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