SOTAVerified

Object Detection

Papers

Showing 25512600 of 10957 papers

TitleStatusHype
Revisiting Few-Shot Object Detection with Vision-Language ModelsCode0
Explainable Multi-Camera 3D Object Detection with Transformer-Based Saliency Maps0
MonoLSS: Learnable Sample Selection For Monocular 3D DetectionCode1
MEAOD: Model Extraction Attack against Object Detectors0
Lift-Attend-Splat: Bird's-eye-view camera-lidar fusion using transformers0
Context Enhanced Transformer for Single Image Object Detection0
FM-OV3D: Foundation Model-based Cross-modal Knowledge Blending for Open-Vocabulary 3D DetectionCode0
Low-power event-based face detection with asynchronous neuromorphic hardware0
Universal Noise Annotation: Unveiling the Impact of Noisy annotation on Object DetectionCode1
DECO: Query-Based End-to-End Object Detection with ConvNetsCode1
SPGroup3D: Superpoint Grouping Network for Indoor 3D Object DetectionCode1
Domain Similarity-Perceived Label Assignment for Domain Generalized Underwater Object Detection0
PointeNet: A Lightweight Framework for Effective and Efficient Point Cloud Analysis0
Realistic Rainy Weather Simulation for LiDARs in CARLA SimulatorCode2
Cached Transformers: Improving Transformers with Differentiable Memory CacheCode1
Integration and Performance Analysis of Artificial Intelligence and Computer Vision Based on Deep Learning Algorithms0
UnionDet: Union-Level Detector Towards Real-Time Human-Object Interaction Detection0
Unsupervised Segmentation of Colonoscopy Images0
Vision-Based Automatic Groceries Tracking System -- Smart Homes0
Unveiling Spaces: Architecturally meaningful semantic descriptions from images of interior spaces0
Diffusing More Objects for Semi-Supervised Domain Adaptation with Less Labeling0
The Endoscapes Dataset for Surgical Scene Segmentation, Object Detection, and Critical View of Safety Assessment: Official Splits and BenchmarkCode1
Weakly Supervised Open-Vocabulary Object Detection0
First qualitative observations on deep learning vision model YOLO and DETR for automated driving in Austria0
Transformer Network for Multi-Person Tracking and Re-Identification in Unconstrained Environment0
LASA: Instance Reconstruction from Real Scans using A Large-scale Aligned Shape Annotation Dataset0
Object Detection for Automated Coronary Artery Using Deep Learning0
Object-Aware Domain Generalization for Object DetectionCode1
Long-Tailed 3D Detection via Multi-Modal FusionCode0
CLIM: Contrastive Language-Image Mosaic for Region RepresentationCode1
Diffusion-Based Particle-DETR for BEV Perception0
Liquid Leak Detection Using Thermal Images0
Satellite Captioning: Large Language Models to Augment Labeling0
Global Feature Pyramid Network0
MatchDet: A Collaborative Framework for Image Matching and Object Detection0
Squeezed Edge YOLO: Onboard Object Detection on Edge Devices0
Language-Assisted 3D Scene Understanding0
PETDet: Proposal Enhancement for Two-Stage Fine-Grained Object DetectionCode1
Semantic-Aware Autoregressive Image Modeling for Visual Representation LearningCode1
Simple Image-level Classification Improves Open-vocabulary Object DetectionCode1
Not Every Side Is Equal: Localization Uncertainty Estimation for Semi-Supervised 3D Object DetectionCode1
Transformers in Unsupervised Structure-from-MotionCode1
Hierarchical Uncertainty Aggregation and Emphasis Loss for Active Learning in Object Detection0
End-to-End Training of Neural Networks for Automotive Radar Interference Mitigation0
Deep Active Perception for Object Detection using Navigation Proposals0
FoMo-Bench: a multi-modal, multi-scale and multi-task Forest Monitoring Benchmark for remote sensing foundation modelsCode1
3DAxiesPrompts: Unleashing the 3D Spatial Task Capabilities of GPT-4V0
Semantic-Aware Transformation-Invariant RoI Align0
SlowTrack: Increasing the Latency of Camera-based Perception in Autonomous Driving Using Adversarial Examples0
ADA-YOLO: Dynamic Fusion of YOLOv8 and Adaptive Heads for Precise Image Detection and Diagnosis0
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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