SOTAVerified

Object Detection

Papers

Showing 45014525 of 10957 papers

TitleStatusHype
IMWA: Iterative Model Weight Averaging Benefits Class-Imbalanced Learning Tasks0
Self-Balanced R-CNN for Instance SegmentationCode0
Motor Focus: Fast Ego-Motion Prediction for Assistive Visual NavigationCode0
Cross-Domain Spatial Matching for Camera and Radar Sensor Data Fusion in Autonomous Vehicle Perception System0
Generating Minimalist Adversarial Perturbations to Test Object-Detection Models: An Adaptive Multi-Metric Evolutionary Search ApproachCode0
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
External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection0
CFPFormer: Feature-pyramid like Transformer Decoder for Segmentation and Detection0
Efficient Transformer Encoders for Mask2Former-style modelsCode0
Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object SupervisionCode0
Progressive Token Length Scaling in Transformer Encoders for Efficient Universal SegmentationCode0
Source-free Domain Adaptation for Video Object Detection Under Adverse Image Conditions0
Utilizing Graph Generation for Enhanced Domain Adaptive Object Detection0
Gallbladder Cancer Detection in Ultrasound Images based on YOLO and Faster R-CNN0
ContextualFusion: Context-Based Multi-Sensor Fusion for 3D Object Detection in Adverse Operating Conditions0
TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos0
CKD: Contrastive Knowledge Distillation from A Sample-wise PerspectiveCode0
NeRF-DetS: Enhanced Adaptive Spatial-wise Sampling and View-wise Fusion Strategies for NeRF-based Indoor Multi-view 3D Object Detection0
A Nasal Cytology Dataset for Object Detection and Deep Learning0
FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving0
Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping ExplainerCode0
A Point-Based Approach to Efficient LiDAR Multi-Task Perception0
ELEV-VISION-SAM: Integrated Vision Language and Foundation Model for Automated Estimation of Building Lowest Floor Elevation0
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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