SOTAVerified

Object Detection

Papers

Showing 56015625 of 10957 papers

TitleStatusHype
DeepID-Net: Deformable Deep Convolutional Neural Networks for Object Detection0
Learning With Side Information Through Modality Hallucination0
Automatic Detection and Recognition of Individuals in Patterned Species0
Incremental Learning for Robot Perception through HRI0
Detecting Car Speed using Object Detection and Depth Estimation: A Deep Learning Framework0
LEF: Late-to-Early Temporal Fusion for LiDAR 3D Object Detection0
Incremental Few-Shot Object Detection0
Automatic Detection and Image Recognition of Precision Agriculture for Citrus Diseases0
ALP: Action-Aware Embodied Learning for Perception0
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations0
Incremental Few-Shot Learning via Implanting and Compressing0
Incremental-DETR: Incremental Few-Shot Object Detection via Self-Supervised Learning0
Incremental Deep Learning for Robust Object Detection in Unknown Cluttered Environments0
Training Data Subset Search with Ensemble Active Learning0
Increasing pedestrian detection performance through weighting of detection impairing factors0
Deep Generic Dynamic Object Detection Based on Dynamic Grid Maps0
Automatic Defect Detection in Sewer Network Using Deep Learning Based Object Detector0
Let's agree to disagree: learning highly debatable multirater labelling0
In-context Cross-Density Adaptation on Noisy Mammogram Abnormalities Detection0
Inconsistency-based Active Learning for LiDAR Object Detection0
Deep Generative Adversarial Compression Artifact Removal0
Level Set-Based Camera Pose Estimation From Multiple 2D/3D Ellipse-Ellipsoid Correspondences0
Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules0
Leveraging 3D LiDAR Sensors to Enable Enhanced Urban Safety and Public Health: Pedestrian Monitoring and Abnormal Activity Detection0
DeepFusion: Lidar-Camera Deep Fusion for Multi-Modal 3D Object 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