SOTAVerified

Object Detection

Papers

Showing 39263950 of 10957 papers

TitleStatusHype
Ambiguity-Resistant Semi-Supervised Learning for Dense Object DetectionCode0
3D Video Object Detection with Learnable Object-Centric Global OptimizationCode1
AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection0
Transformer-based Multi-Instance Learning for Weakly Supervised Object Detection0
Vision Transformer with Quadrangle AttentionCode2
Clean-NeRF: Reformulating NeRF to account for View-Dependent Observations0
Feature Shrinkage Pyramid for Camouflaged Object Detection with TransformersCode1
ZBS: Zero-shot Background Subtraction via Instance-level Background Modeling and Foreground SelectionCode1
Mind the Backbone: Minimizing Backbone Distortion for Robust Object DetectionCode0
Collaborative Multi-Object Tracking with Conformal Uncertainty Propagation0
Prompt-Guided Transformers for End-to-End Open-Vocabulary Object Detection0
Explainable Image Quality Assessment for Medical ImagingCode0
Ensemble-based Blackbox Attacks on Dense PredictionCode1
Bridging Precision and Confidence: A Train-Time Loss for Calibrating Object DetectionCode1
Adaptive Sparse Convolutional Networks with Global Context Enhancement for Faster Object Detection on Drone ImagesCode1
Freestyle Layout-to-Image SynthesisCode1
Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection0
Viewpoint Equivariance for Multi-View 3D Object DetectionCode1
Adaptive Base-class Suppression and Prior Guidance Network for One-Shot Object Detection0
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection0
Physically Adversarial Infrared Patches with Learnable Shapes and LocationsCode1
Unknown Sniffer for Object Detection: Don't Turn a Blind Eye to Unknown ObjectsCode1
2PCNet: Two-Phase Consistency Training for Day-to-Night Unsupervised Domain Adaptive Object DetectionCode1
MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedCode0
MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation0
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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