SOTAVerified

Object Detection

Papers

Showing 41014125 of 10957 papers

TitleStatusHype
STDepthFormer: Predicting Spatio-temporal Depth from Video with a Self-supervised Transformer Model0
Deep-NFA: a Deep a contrario Framework for Small Object Detection0
Task-Specific Context Decoupling for Object Detection0
Underwater Camouflage Object Detection Dataset0
OSRE: Object-to-Spot Rotation Estimation for Bike Parking AssessmentCode0
Nearest Neighbors Meet Deep Neural Networks for Point Cloud Analysis0
To Make Yourself Invisible with Adversarial Semantic Contours0
D2Q-DETR: Decoupling and Dynamic Queries for Oriented Object Detection with Transformers0
TAU: A Framework for Video-Based Traffic Analytics Leveraging Artificial Intelligence and Unmanned Aerial SystemsCode0
Applying Plain Transformers to Real-World Point Clouds0
Mask3D: Pre-training 2D Vision Transformers by Learning Masked 3D Priors0
Generic-to-Specific Distillation of Masked AutoencodersCode1
Efficient Masked Autoencoders with Self-Consistency0
Memory-aided Contrastive Consensus Learning for Co-salient Object DetectionCode4
AdaptiveShape: Solving Shape Variability for 3D Object Detection with Geometry Aware Anchor Distributions0
FPCD: An Open Aerial VHR Dataset for Farm Pond Change Detection0
An Effective Crop-Paste Pipeline for Few-shot Object Detection0
TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation0
GLOW: Global Layout Aware Attacks on Object Detection0
Saliency-Driven Hierarchical Learned Image Coding for Machines0
DuEqNet: Dual-Equivariance Network in Outdoor 3D Object Detection for Autonomous Driving0
Supervised Virtual-to-Real Domain Adaptation for Object Detection Task using YOLO0
Aligning Bag of Regions for Open-Vocabulary Object DetectionCode1
Pillar R-CNN for Point Cloud 3D Object DetectionCode2
PDIWS: Thermal Imaging Dataset for Person Detection in Intrusion Warning SystemsCode0
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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