SOTAVerified

Object Detection

Papers

Showing 1002610050 of 10957 papers

TitleStatusHype
Vision Meets Drones: A Challenge0
Training Deep Networks with Synthetic Data: Bridging the Reality Gap by Domain RandomizationCode0
Falling Things: A Synthetic Dataset for 3D Object Detection and Pose Estimation0
Pelee: A Real-Time Object Detection System on Mobile DevicesCode0
DetNet: A Backbone network for Object DetectionCode0
Training a Binary Weight Object Detector by Knowledge Transfer for Autonomous Driving0
ShapeShifter: Robust Physical Adversarial Attack on Faster R-CNN Object DetectorCode0
Optimizing Video Object Detection via a Scale-Time LatticeCode0
BigDL: A Distributed Deep Learning Framework for Big DataCode0
HyperFusion-Net: Densely Reflective Fusion for Salient Object Detection0
Object Detection and Geometric Profiling through Dirty Water Media Using Asymmetry Properties of Backscattered Signals0
Towards Safe Autonomous Driving: Capture Uncertainty in the Deep Neural Network For Lidar 3D Vehicle Detection0
Zero-Shot Object Detection0
Multi-Scale Generalized Plane Match for Optical Flow0
Learning Strict Identity Mappings in Deep Residual NetworksCode0
Exploring Multi-Branch and High-Level Semantic Networks for Improving Pedestrian Detection0
Multi-scale Location-aware Kernel Representation for Object DetectionCode0
Regional Priority Based Anomaly Detection using Autoencoders0
SINet: A Scale-insensitive Convolutional Neural Network for Fast Vehicle Detection0
Task-Driven Super Resolution: Object Detection in Low-resolution Images0
Contrast-Oriented Deep Neural Networks for Salient Object Detection0
Deep Learning Object Detection Methods for Ecological Camera Trap Data0
Pose2Seg: Detection Free Human Instance SegmentationCode0
Memory Warps for Learning Long-Term Online Video Representations0
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the WildCode0
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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