SOTAVerified

Object Detection

Papers

Showing 74017450 of 10957 papers

TitleStatusHype
BdSL36: A Dataset for Bangladeshi Sign Letters Recognition0
OPAD: An Optimized Policy-based Active Learning Framework for Document Content Analysis0
Synergizing between Self-Training and Adversarial Learning for Domain Adaptive Object Detection0
MonoCInIS: Camera Independent Monocular 3D Object Detection using Instance Segmentation0
Mask or Non-Mask? Robust Face Mask Detector via Triplet-Consistency Representation LearningCode0
Adversarial Semantic Contour for Object Detection0
Temporal Action Localization with Global Segmentation Mask Transformers0
Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection0
PASS: Patch-Aware Self-Supervision for Vision Transformer0
Causal Scene BERT: Improving object detection by searching for challenging groups0
Zero-shot detection of daily objects in YCB video dataset0
Multi-Task Distribution Learning0
C+1 Loss: Learn to Classify C Classes of Interest and the Background Class Differentially0
An Investigation on Hardware-Aware Vision Transformer Scaling0
Unlocking the potential of deep learning for marine ecology: overview, applications, and outlook0
VUT: Versatile UI Transformer for Multimodal Multi-Task User Interface Modeling0
Adaptive Unbiased Teacher for Cross-Domain Object Detection0
MDFL: A UNIFIED FRAMEWORK WITH META-DROPOUT FOR FEW-SHOT LEARNING0
Digging Into Output Representation for Monocular 3D Object Detection0
Towards Unknown-aware Learning with Virtual Outlier Synthesis0
Learning Better Visual Representations for Weakly-Supervised Object Detection Using Natural Language Supervision0
Language Modulated Detection and Detection Modulated Language Grounding in 2D and 3D Scenes0
Decouple and Reconstruct: Mining Discriminative Features for Cross-domain Object Detection0
Image BERT Pre-training with Online Tokenizer0
ZenDet: Revisiting Efficient Object Detection Backbones from Zero-Shot Neural Architecture Search0
IDENTIFYING CONCEALED OBJECTS FROM VIDEOS0
Attention-based Feature Aggregation0
CrossMatch: Improving Semi-Supervised Object Detection via Multi-Scale Consistency0
FP-DETR: Detection Transformer Advanced by Fully Pre-training0
CONTEXT AUGMENTATION AND FEATURE REFINEMENT NETWORK FOR TINY OBJECT DETECTION0
A Compositional Approach to Occlusion in Panoptic Segmentation0
f-Cal: Calibrated aleatoric uncertainty estimation from neural networks for robot perception0
Comparison of Object Detection Algorithms Using Video and Thermal Images Collected from a UAS Platform: An Application of Drones in Traffic Management0
Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial ImagesCode0
QBox: Partial Transfer Learning with Active Querying for Object DetectionCode0
Automated Multi-Process CTC Detection using Deep Learning0
A Principled Approach to Failure Analysis and Model Repairment: Demonstration in Medical ImagingCode0
TreeNet: A lightweight One-Shot Aggregation Convolutional Network0
RSDet++: Point-based Modulated Loss for More Accurate Rotated Object Detection0
Localizing Infinity-shaped fishes: Sketch-guided object localization in the wildCode0
Automatic Map Update Using Dashcam Videos0
Ground material classification for UAV-based photogrammetric 3D data A 2D-3D Hybrid Approach0
Towards Generalized and Incremental Few-Shot Object Detection0
Bayesian Active Learning for Sim-to-Real Robotic Perception0
T6D-Direct: Transformers for Multi-Object 6D Pose Direct Regression0
Towards practical object detection for weed spraying in precision agriculture0
Oriented Object Detection in Aerial Images Based on Area Ratio of Parallelogram0
Robust Extrinsic Symmetry Estimation in 3D Point Clouds0
Object Detection in Thermal Spectrum for Advanced Driver-Assistance Systems (ADAS)0
Trust Your Robots! Predictive Uncertainty Estimation of Neural Networks with Sparse Gaussian Processes0
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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