SOTAVerified

Object Detection

Papers

Showing 81018150 of 10957 papers

TitleStatusHype
TrashCan: A Semantically-Segmented Dataset towards Visual Detection of Marine Debris0
VIPriors Object Detection Challenge0
Dive Deeper Into Box for Object Detection0
Decoding CNN based Object Classifier Using Visualization0
Learning Visual Context by ComparisonCode1
Boosting Weakly Supervised Object Detection with Progressive Knowledge TransferCode1
Tracking Passengers and Baggage Items using Multi-camera Systems at Security CheckpointsCode0
Automatic extraction of road intersection points from USGS historical map series using deep convolutional neural networks0
COBE: Contextualized Object Embeddings from Narrated Instructional Video0
AQD: Towards Accurate Fully-Quantized Object DetectionCode1
A Single Stream Network for Robust and Real-time RGB-D Salient Object DetectionCode1
RGB-D Salient Object Detection with Cross-Modality Modulation and SelectionCode1
Top-Related Meta-Learning Method for Few-Shot Object DetectionCode0
Comparative Analysis of Polynomial and Rational Approximations of Hyperbolic Tangent Function for VLSI Implementation0
Location-Aware Box Reasoning for Anchor-Based Single-Shot Object Detection0
End-to-End Multi-Object Tracking with Global Response Map0
CenterNet3D: An Anchor Free Object Detector for Point CloudCode1
Automatic Pass Annotation from Soccer VideoStreams Based on Object Detection and LSTMCode1
Temporal Self-Ensembling Teacher for Semi-Supervised Object DetectionCode1
Traffic Prediction Framework for OpenStreetMap using Deep Learning based Complex Event Processing and Open Traffic CamerasCode0
VINNAS: Variational Inference-based Neural Network Architecture Search0
EAGLE: Large-scale Vehicle Detection Dataset in Real-World Scenarios using Aerial Imagery0
Learning to associate detections for real-time multiple object tracking0
Efficient resource management in UAVs for Visual Assistance0
An Asymptotically Optimal Multi-Armed Bandit Algorithm and Hyperparameter OptimizationCode1
Understanding Object Detection Through An Adversarial LensCode1
Cloud Detection through Wavelet Transforms in Machine Learning and Deep Learning0
Multi-level Cross-modal Interaction Network for RGB-D Salient Object Detection0
Are pathologist-defined labels reproducible? Comparison of the TUPAC16 mitotic figure dataset with an alternative set of labelsCode1
Localized Motion Artifact Reduction on Brain MRI Using Deep Learning with Effective Data Augmentation Techniques0
Building Robust Industrial Applicable Object Detection Models Using Transfer Learning and Single Pass Deep Learning Architectures0
Pollen13K: A Large Scale Microscope Pollen Grain Image Dataset0
Cross-Modal Weighting Network for RGB-D Salient Object DetectionCode1
AdaScale SGD: A User-Friendly Algorithm for Distributed TrainingCode1
NASGEM: Neural Architecture Search via Graph Embedding Method0
A Quick Review on Recent Trends in 3D Point Cloud Data Compression Techniques and the Challenges of Direct Processing in 3D Compressed Domain0
SLAP: Improving Physical Adversarial Examples with Short-Lived Adversarial PerturbationsCode1
Unsupervised object-centric video generation and decomposition in 3DCode0
RGBT Salient Object Detection: A Large-scale Dataset and BenchmarkCode1
Single Shot Video Object DetectorCode1
Re-thinking Co-Salient Object DetectionCode1
Detection as Regression: Certified Object Detection by Median SmoothingCode1
LabelEnc: A New Intermediate Supervision Method for Object DetectionCode1
Robust Processing-In-Memory Neural Networks via Noise-Aware Normalization0
AutoAssign: Differentiable Label Assignment for Dense Object DetectionCode1
Learning a Domain Classifier Bank for Unsupervised Adaptive Object Detection0
Deep Learning for Apple Diseases: Classification and Identification0
Wasserstein Distances for Stereo Disparity EstimationCode1
Bifurcated backbone strategy for RGB-D salient object detectionCode1
Point-Set Anchors for Object Detection, Instance Segmentation and Pose EstimationCode1
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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