SOTAVerified

Object Detection

Papers

Showing 19261950 of 10957 papers

TitleStatusHype
A Hybrid Approach for Document Layout Analysis in Document images0
Cost-Sensitive Uncertainty-Based Failure Recognition for Object DetectionCode0
Inhomogeneous illumination image enhancement under ex-tremely low visibility condition0
CFMW: Cross-modality Fusion Mamba for Multispectral Object Detection under Adverse Weather ConditionsCode2
Constellation Dataset: Benchmarking High-Altitude Object Detection for an Urban IntersectionCode1
Motor Focus: Fast Ego-Motion Prediction for Assistive Visual NavigationCode0
Generating Minimalist Adversarial Perturbations to Test Object-Detection Models: An Adaptive Multi-Metric Evolutionary Search ApproachCode0
Self-Balanced R-CNN for Instance SegmentationCode0
IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks0
Commonsense Prototype for Outdoor Unsupervised 3D Object DetectionCode2
Cross-Domain Spatial Matching for Camera and Radar Sensor Data Fusion in Autonomous Vehicle Perception System0
Steal Now and Attack Later: Evaluating Robustness of Object Detection against Black-box Adversarial Attacks0
Vision Transformer-based Adversarial Domain AdaptationCode0
AutoGluon-Multimodal (AutoMM): Supercharging Multimodal AutoML with Foundation Models0
Revisiting Out-of-Distribution Detection in LiDAR-based 3D Object DetectionCode1
A Survey on Visual MambaCode4
Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object SupervisionCode0
Utilizing Graph Generation for Enhanced Domain Adaptive Object Detection0
CFPFormer: Feature-pyramid like Transformer Decoder for Segmentation and Detection0
Unified Unsupervised Salient Object Detection via Knowledge TransferCode1
External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection0
Efficient Transformer Encoders for Mask2Former-style modelsCode0
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal SegmentationCode0
ContextualFusion: Context-Based Multi-Sensor Fusion for 3D Object Detection in Adverse Operating Conditions0
Source-free Domain Adaptation for Video Object Detection Under Adverse Image Conditions0
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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