SOTAVerified

Object Detection

Papers

Showing 56265650 of 10957 papers

TitleStatusHype
Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning0
Deep Generic Dynamic Object Detection Based on Dynamic Grid Maps0
Leveraging Color Channel Independence for Improved Unsupervised Object Detection0
Leveraging Confident Image Regions for Source-Free Domain-Adaptive Object Detection0
Diminishing Domain Bias by Leveraging Domain Labels in Object Detection on UAVs0
Automatic Defect Detection in Sewer Network Using Deep Learning Based Object Detector0
In-context Cross-Density Adaptation on Noisy Mammogram Abnormalities Detection0
Inconsistency-based Active Learning for LiDAR Object Detection0
Leveraging Long-Range Temporal Relationships Between Proposals for Video Object Detection0
Leveraging Multi-view Data for Improved Detection Performance: An Industrial Use Case0
Leveraging object detection for the identification of lung cancer0
Leveraging PointNet and PointNet++ for Lyft Point Cloud Classification Challenge0
Leveraging Pre-Trained 3D Object Detection Models For Fast Ground Truth Generation0
Deep Generative Adversarial Compression Artifact Removal0
Leveraging Self-Supervised Instance Contrastive Learning for Radar Object Detection0
Leveraging Superfluous Information in Contrastive Representation Learning0
Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules0
DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object Detection0
Leveraging the Edge and Cloud for V2X-Based Real-Time Object Detection in Autonomous Driving0
Break a Lag: Triple Exponential Moving Average for Enhanced Optimization0
Leveraging Uncertainties for Deep Multi-modal Object Detection in Autonomous Driving0
Automatic dataset generation for specific object detection0
A Low Rank Promoting Prior for Unsupervised Contrastive Learning0
Detecting streaks in smart telescopes images with Deep Learning0
IncepText: A New Inception-Text Module with Deformable PSROI Pooling for Multi-Oriented Scene Text Detection0
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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