SOTAVerified

Object Detection

Papers

Showing 70017050 of 10957 papers

TitleStatusHype
Object Manipulation via Visual Target Localization0
Object Detection as Probabilistic Set PredictionCode0
What's in the Black Box? The False Negative Mechanisms Inside Object DetectorsCode0
InsCon:Instance Consistency Feature Representation via Self-Supervised Learning0
DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection0
Towards More Efficient EfficientDets and Low-Light Real-Time Marine Debris DetectionCode0
UniVIP: A Unified Framework for Self-Supervised Visual Pre-training0
Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis0
RecursiveMix: Mixed Learning with HistoryCode0
CVFNet: Real-time 3D Object Detection by Learning Cross View Features0
DFTR: Depth-supervised Fusion Transformer for Salient Object Detection0
On Intra Video Coding and In-loop Filtering for Neural Object Detection Networks0
PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems0
Peng Cheng Object Detection Benchmark for Smart City0
Saliency-Driven Versatile Video Coding for Neural Object Detection0
Cluttered Food Grasping with Adaptive Fingers and Synthetic-Data Trained Object Detection0
Domain Generalisation for Object Detection under Covariate and Concept Shift0
The Overlooked Classifier in Human-Object Interaction Recognition0
Evaluation of YOLO Models with Sliced Inference for Small Object Detection0
3SD: Self-Supervised Saliency Detection With No LabelsCode0
Resource-Efficient Invariant Networks: Exponential Gains by Unrolled OptimizationCode0
A high-precision underwater object detection based on joint self-supervised deblurring and improved spatial transformer network0
End-to-end system for object detection from sub-sampled radar data0
An Online Semantic Mapping System for Extending and Enhancing Visual SLAM0
Dynamic Group Transformer: A General Vision Transformer Backbone with Dynamic Group Attention0
Semantic Distillation Guided Salient Object Detection0
An Unsupervised Domain Adaptive Approach for Multimodal 2D Object Detection in Adverse Weather Conditions0
Dynamic ConvNets on Tiny Devices via Nested Sparsity0
Knowledge Amalgamation for Object Detection with Transformers0
Deep Learning Serves Traffic Safety Analysis: A Forward-looking Review0
Exploring Optical-Flow-Guided Motion and Detection-Based Appearance for Temporal Sentence Grounding0
Detection of Parasitic Eggs from Microscopy Images and the emergence of a new dataset0
Region Proposal Rectification Towards Robust Instance Segmentation of Biological Images0
A Quality Index Metric and Method for Online Self-Assessment of Autonomous Vehicles Sensory Perception0
DetFlowTrack: 3D Multi-object Tracking based on Simultaneous Optimization of Object Detection and Scene Flow Estimation0
A Versatile Multi-View Framework for LiDAR-based 3D Object Detection with Guidance from Panoptic Segmentation0
Evaluating Object (mis)Detection from a Safety and Reliability Perspective: Discussion and MeasuresCode0
Time-to-Label: Temporal Consistency for Self-Supervised Monocular 3D Object Detection0
SegTAD: Precise Temporal Action Detection via Semantic Segmentation0
Object Pose Estimation using Mid-level Visual RepresentationsCode0
DisARM: Displacement Aware Relation Module for 3D Detection0
SEA: Bridging the Gap Between One- and Two-stage Detector Distillation via SEmantic-aware Alignment0
Dense Voxel Fusion for 3D Object Detection0
Hybrid Optimized Deep Convolution Neural Network based Learning Model for Object Detection0
Aggregated Pyramid Vision Transformer: Split-transform-merge Strategy for Image Recognition without Convolutions0
Comprehensive Analysis of the Object Detection Pipeline on UAVsCode0
Colon Nuclei Instance Segmentation using a Probabilistic Two-Stage Detector0
ReCasNet: Improving consistency within the two-stage mitosis detection frameworkCode0
Background Mixup Data Augmentation for Hand and Object-in-Contact Detection0
Defect detection and segmentation in X-Ray images of magnesium alloy castings using the Detectron2 framework0
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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