SOTAVerified

Object Detection

Papers

Showing 71767200 of 10957 papers

TitleStatusHype
Distribution Alignment: A Unified Framework for Long-tail Visual RecognitionCode1
Depth-conditioned Dynamic Message Propagation for Monocular 3D Object DetectionCode1
Detecting and Mapping Trees in Unstructured Environments with a Stereo Camera and Pseudo-LidarCode1
Data-Uncertainty Guided Multi-Phase Learning for Semi-Supervised Object Detection0
SIENet: Spatial Information Enhancement Network for 3D Object Detection from Point CloudCode1
Monitoring Object Detection Abnormalities via Data-Label and Post-Algorithm Abstractions0
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image EncodingCode1
Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder TransformersCode1
Fooling LiDAR Perception via Adversarial Trajectory PerturbationCode1
TransCenter: Transformers with Dense Representations for Multiple-Object TrackingCode1
COVID-19 personal protective equipment detection using real-time deep learning methodsCode0
When Few-Shot Learning Meets Video Object Detection0
Exploiting Playbacks in Unsupervised Domain Adaptation for 3D Object Detection0
OTA: Optimal Transport Assignment for Object DetectionCode1
Distilling Object Detectors via Decoupled FeaturesCode1
Learning to Track with Object PermanenceCode1
YOLinO: Generic Single Shot Polyline Detection in Real TimeCode1
Few-shot Weakly-Supervised Object Detection via Directional Statistics0
Real-Time and Accurate Object Detection in Compressed Video by Long Short-term Feature AggregationCode1
Multi-Target Domain Adaptation via Unsupervised Domain Classification for Weather Invariant Object Detection0
MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain AdaptationCode1
Swin Transformer: Hierarchical Vision Transformer using Shifted WindowsCode2
Unmanned Aerial Vehicle Visual Detection and Tracking using Deep Neural Networks: A Performance Benchmark0
USB: Universal-Scale Object Detection Benchmark0
Gaussian Guided IoU: A Better Metric for Balanced Learning on 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