SOTAVerified

Object Detection

Papers

Showing 53015325 of 10957 papers

TitleStatusHype
Knowledge Distillation in Vision Transformers: A Critical Review0
Instance-Level Relative Saliency Ranking with Graph Reasoning0
Instance-Invariant Domain Adaptive Object Detection via Progressive Disentanglement0
Deep Learning-Based Computational Model for Disease Identification in Cocoa Pods (Theobroma cacao L.)0
InstanceBEV: Unifying Instance and BEV Representation for Global Modeling0
Deep Visual Domain Adaptation0
EA-KD: Entropy-based Adaptive Knowledge Distillation0
Knowledge Graph Driven UAV Cognitive Semantic Communication Systems for Efficient Object Detection0
Knowledge Guided Learning: Towards Open Domain Egocentric Action Recognition with Zero Supervision0
DeepVO: A Deep Learning approach for Monocular Visual Odometry0
Automatic Number Plate Recognition (ANPR) with YOLOv3-CNN0
Deep Learning based CNN Model for Classification and Detection of Individuals Wearing Face Mask0
Instance-Aware Repeat Factor Sampling for Long-Tailed Object Detection0
ParasNet: Fast Parasites Detection with Neural Networks0
Instance-aware Multi-Camera 3D Object Detection with Structural Priors Mining and Self-Boosting Learning0
Backdoor Attack Detection in Computer Vision by Applying Matrix Factorization on the Weights of Deep Networks0
Instance-Aware Group Quantization for Vision Transformers0
KTAN: Knowledge Transfer Adversarial Network0
Defect Detection in Photolithographic Patterns Using Deep Learning Models Trained on Synthetic Data0
l0-Regularized Sparse Coding-based Interpretable Network for Multi-Modal Image Fusion0
Alternating Decision Forests0
Label and Sample: Efficient Training of Vehicle Object Detector from Sparsely Labeled Data0
Label Assignment Distillation for Object Detection0
Li3DeTr: A LiDAR based 3D Detection Transformer0
Lidar based Detection and Classification of Pedestrians and Vehicles Using Machine Learning Methods0
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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