SOTAVerified

Object Detection

Papers

Showing 98269850 of 10957 papers

TitleStatusHype
Recent Advances in Deep Learning for Object DetectionCode0
MPSN: Motion-aware Pseudo Siamese Network for Indoor Video Head Detection in BuildingsCode0
Multispectral Detection Transformer with Infrared-Centric Sensor FusionCode0
Detecting and classifying lesions in mammograms with Deep LearningCode0
Rethinking Saliency-Guided Weakly-Supervised Semantic SegmentationCode0
A novel Region of Interest Extraction Layer for Instance SegmentationCode0
Multispectral image fusion based on super pixel segmentationCode0
A*3D Dataset: Towards Autonomous Driving in Challenging EnvironmentsCode0
HydraPicker: Fully Automated Particle Picking in Cryo-EM by Utilizing Dataset Bias in Single Shot DetectionCode0
HyenaPixel: Global Image Context with ConvolutionsCode0
Fast Robust Monocular Depth Estimation for Obstacle Detection with Fully Convolutional NetworksCode0
A Theoretical and Practical Framework for Evaluating Uncertainty Calibration in Object DetectionCode0
Fast Single Image Dehazing via Multilevel Wavelet Transform based OptimizationCode0
Detecting Environmental Violations with Satellite Imagery in Near Real Time: Land Application under the Clean Water ActCode0
BayesFT: Bayesian Optimization for Fault Tolerant Neural Network ArchitectureCode0
Learning Permutation Invariant Representations using Memory NetworksCode0
PVANET: Deep but Lightweight Neural Networks for Real-time Object DetectionCode0
Learning Proximal Operators to Discover Multiple OptimaCode0
Fast Underwater Image Enhancement for Improved Visual PerceptionCode0
Three-dimensional Backbone Network for 3D Object Detection in Traffic ScenesCode0
A tomographic workflow to enable deep learning for X-ray based foreign object detectionCode0
Fast Video Object Segmentation by Reference-Guided Mask PropagationCode0
Detecting Object States vs Detecting Objects: A New Dataset and a Quantitative Experimental StudyCode0
CKD: Contrastive Knowledge Distillation from A Sample-wise PerspectiveCode0
PVANet: Lightweight Deep Neural Networks for Real-time Object DetectionCode0
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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