SOTAVerified

Object Detection

Papers

Showing 98519875 of 10957 papers

TitleStatusHype
An Integration of Bottom-up and Top-Down Salient Cues on RGB-D Data: Saliency from Objectness vs. Non-Objectness0
Diversity in Machine Learning0
TextTopicNet - Self-Supervised Learning of Visual Features Through Embedding Images on Semantic Text SpacesCode0
Faster Bounding Box Annotation for Object Detection in Indoor Scenes0
ModaNet: A Large-Scale Street Fashion Dataset with Polygon AnnotationsCode0
MetaAnchor: Learning to Detect Objects with Customized Anchors0
SpaceNet: A Remote Sensing Dataset and Challenge SeriesCode0
Liver Lesion Detection from Weakly-labeled Multi-phase CT Volumes with a Grouped Single Shot MultiBox DetectorCode1
COSMO: Contextualized Scene Modeling with Boltzmann MachinesCode0
Pushing the Limits of Radiology with Joint Modeling of Visual and Textual Information0
Improved Techniques for Learning to Dehaze and Beyond: A Collective StudyCode0
Cost-effective Object Detection: Active Sample Mining with Switchable Selection CriteriaCode0
Structure Inference Net: Object Detection Using Scene-Level Context and Instance-Level Relationships0
Hyperspectral Image Dataset for Benchmarking on Salient Object DetectionCode0
Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning0
Active query-driven visual search using probabilistic bisection and convolutional neural networks0
Accurate and efficient video de-fencing using convolutional neural networks and temporal informationCode0
How To Extract Fashion Trends From Social Media? A Robust Object Detector With Support For Unsupervised LearningCode0
Context Proposals for Saliency Detection0
CFENet: An Accurate and Efficient Single-Shot Object Detector for Autonomous DrivingCode0
Syn2Real: A New Benchmark forSynthetic-to-Real Visual Domain Adaptation0
Physics-based Scene-level Reasoning for Object Pose Estimation in Clutter0
Foreign Object Detection and Quantification of Fat Content Using A Novel Multiplexing Electric Field Sensor0
Visual-Inertial Object Detection and Mapping0
Symmetry Aware Evaluation of 3D Object Detection and Pose Estimation in Scenes of Many Parts in Bulk0
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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