SOTAVerified

Object Detection

Papers

Showing 78017850 of 10957 papers

TitleStatusHype
Real-time Detection of Practical Universal Adversarial Perturbations0
Lightweight Compression of Intermediate Neural Network Features for Collaborative Intelligence0
Instance Segmentation of Microscopic ForaminiferaCode0
Confidence-guided Adaptive Gate and Dual Differential Enhancement for Video Salient Object Detection0
Object-Based Augmentation Improves Quality of Remote Sensing Semantic Segmentation0
Lightweight compression of neural network feature tensors for collaborative intelligence0
Tencent Video Dataset (TVD): A Video Dataset for Learning-based Visual Data Compression and Analysis0
Deep Spiking Convolutional Neural Network for Single Object Localization Based On Deep Continuous Local Learning0
Let There be Light: Improved Traffic Surveillance via Detail Preserving Night-to-Day Transfer0
DeepLight: Robust & Unobtrusive Real-time Screen-Camera Communication for Real-World Displays0
Video Surveillance for Road Traffic MonitoringCode0
Rethinking of Radar's Role: A Camera-Radar Dataset and Systematic Annotator via Coordinate Alignment0
Modelling of LIDAR sensor disturbances by solid airborne particles0
A Survey of Performance Optimization in Neural Network-Based Video Analytics Systems0
Sample selection for efficient image annotation0
Speech2Slot: An End-to-End Knowledge-based Slot Filling from Speech0
Dataset and Performance Comparison of Deep Learning Architectures for Plum Detection and Robotic Harvesting0
Domain-Specific Suppression for Adaptive Object Detection0
The iWildCam 2021 Competition Dataset0
Faster and Simpler Siamese Network for Single Object Tracking0
Probabilistic Ranking-Aware Ensembles for Enhanced Object Detections0
A State-of-the-art Survey of Object Detection Techniques in Microorganism Image Analysis: From Classical Methods to Deep Learning Approaches0
Real-time Face Mask Detection in Video Data0
SeaDronesSee: A Maritime Benchmark for Detecting Humans in Open Water0
CUAB: Convolutional Uncertainty Attention Block Enhanced the Chest X-ray Image Analysis0
Robustness Enhancement of Object Detection in Advanced Driver Assistance Systems (ADAS)Code0
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement0
Enabling 3D Object Detection with a Low-Resolution LiDAR0
Hallucination Improves Few-Shot Object Detection0
Single-Training Collaborative Object Detectors Adaptive to Bandwidth and ComputationCode0
Object detection for crabs in top-view seabed imagery0
Automatic Visual Inspection of Rare Defects: A Framework based on GP-WGAN and Enhanced Faster R-CNN0
Unsupervised data augmentation for object detection0
CAT: Cross-Attention Transformer for One-Shot Object Detection0
CoSformer: Detecting Co-Salient Object with Transformers0
Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps0
Objects as Extreme Points0
Multi-object Tracking Method Based on Efficient Channel Attention and Switchable Atrous Convolution0
Video Salient Object Detection via Adaptive Local-Global RefinementCode0
PAFNet: An Efficient Anchor-Free Object Detector Guidance0
A Deep Learning Object Detection Method for an Efficient Clusters Initialization0
LGA-RCNN: Loss-Guided Attention for Object Detection0
Automated System for Ship Detection from Medium Resolution Satellite Optical Imagery0
Segmentation-Based Bounding Box Generation for Omnidirectional Pedestrian Detection0
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception0
Variational Pedestrian Detection0
SGNet: A Super-class Guided Network for Image Classification and Object DetectionCode0
Multimodal Contrastive Training for Visual Representation Learning0
Breast Mass Detection with Faster R-CNN: On the Feasibility of Learning from Noisy Annotations0
Temp-Frustum Net: 3D Object Detection with Temporal FusionCode0
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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