SOTAVerified

Object Detection

Papers

Showing 56015650 of 10957 papers

TitleStatusHype
MaxViT: Multi-Axis Vision TransformerCode3
Re-examining Distillation For Continual Object Detection0
BatchFormerV2: Exploring Sample Relationships for Dense Representation LearningCode2
RestoreX-AI: A Contrastive Approach towards Guiding Image Restoration via Explainable AI Systems0
Question-Driven Graph Fusion Network For Visual Question Answering0
Exploiting Temporal Relations on Radar Perception for Autonomous Driving0
In Rain or Shine: Understanding and Overcoming Dataset Bias for Improving Robustness Against Weather Corruptions for Autonomous Vehicles0
Online Convolutional Re-parameterizationCode1
R(Det)^2: Randomized Decision Routing for Object Detection0
Mix-up Self-Supervised Learning for Contrast-agnostic Applications0
Rotated Object Detection via Scale-invariant Mahalanobis Distance in Aerial Images0
Homography Loss for Monocular 3D Object DetectionCode1
Multi-Class Road User Detection With 3+1D Radar in the View-of-Delft DatasetCode2
End-to-End Zero-Shot HOI Detection via Vision and Language Knowledge DistillationCode1
SIMBAR: Single Image-Based Scene Relighting For Effective Data Augmentation For Automated Driving Vision Tasks0
Fast and Automatic Object Registration for Human-Robot Collaboration in Industrial Manufacturing0
Semi-Weakly Supervised Object Detection by Sampling Pseudo Ground-Truth BoxesCode1
CAT-Det: Contrastively Augmented Transformer for Multi-modal 3D Object Detection0
Dynamic Supervisor for Cross-dataset Object Detection0
Accelerating Federated Edge Learning via Topology Optimization0
Proper Reuse of Image Classification Features Improves Object Detection0
FindIt: Generalized Localization with Natural Language Queries0
Multi-Granularity Alignment Domain Adaptation for Object DetectionCode1
BEVDet4D: Exploit Temporal Cues in Multi-camera 3D Object DetectionCode3
MeMOT: Multi-Object Tracking with Memory0
Real-Time and Robust 3D Object Detection Within Road-Side LiDARs Using Domain Adaptation0
ImpDet: Exploring Implicit Fields for 3D Object Detection0
Self-distillation Augmented Masked Autoencoders for Histopathological Image Classification0
A Survey of Robust 3D Object Detection Methods in Point Clouds0
Logit Normalization for Long-tail Object DetectionCode0
Fusing Event-based and RGB camera for Robust Object Detection in Adverse ConditionsCode1
Omni-DETR: Omni-Supervised Object Detection with TransformersCode1
Collaborative Transformers for Grounded Situation RecognitionCode1
PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object DetectionCode1
Exploring Plain Vision Transformer Backbones for Object DetectionCode2
An Improved Lightweight YOLOv5 Model Based on Attention Mechanism for Face Mask DetectionCode1
PP-YOLOE: An evolved version of YOLOCode4
The impact of using voxel-level segmentation metrics on evaluating multifocal prostate cancer localisation0
TubeDETR: Spatio-Temporal Video Grounding with TransformersCode1
AdaMixer: A Fast-Converging Query-Based Object DetectorCode2
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving DataCode2
Forecasting from LiDAR via Future Object DetectionCode1
Target-aware Dual Adversarial Learning and a Multi-scenario Multi-Modality Benchmark to Fuse Infrared and Visible for Object DetectionCode2
4Weed Dataset: Annotated Imagery Weeds Dataset0
Few Could Be Better Than All: Feature Sampling and Grouping for Scene Text Detection0
mc-BEiT: Multi-choice Discretization for Image BERT Pre-trainingCode1
CHEX: CHannel EXploration for CNN Model CompressionCode1
NL-FCOS: Improving FCOS through Non-Local Modules for Object Detection0
AnoDFDNet: A Deep Feature Difference Network for Anomaly DetectionCode1
SepViT: Separable Vision TransformerCode1
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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