SOTAVerified

Object Detection

Papers

Showing 92519275 of 10957 papers

TitleStatusHype
Report on UG^2+ Challenge Track 1: Assessing Algorithms to Improve Video Object Detection and Classification from Unconstrained Mobility Platforms0
Object as Distribution0
Simultaneous multi-view instance detection with learned geometric soft-constraints0
SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV ApplicationsCode0
Towards Adversarially Robust Object Detection0
Warp and Learn: Novel Views Generation for Vehicles and Other ObjectsCode0
Multi-adversarial Faster-RCNN for Unrestricted Object DetectionCode0
DR Loss: Improving Object Detection by Distributional RankingCode0
Compact Global Descriptor for Neural NetworksCode0
Cap2Det: Learning to Amplify Weak Caption Supervision for Object DetectionCode0
An Efficient Target Detection and Recognition Method in Aerial Remote-sensing Images Based on Multiangle Regions-of-Interest0
Multi-scale Cell Instance Segmentation with Keypoint Graph based Bounding BoxesCode0
DetectFusion: Detecting and Segmenting Both Known and Unknown Dynamic Objects in Real-time SLAM0
mart mobile application to recognize tomato leaf diseases using Convolutional Neural Networks0
RGB-D image-based Object Detection: from Traditional Methods to Deep Learning Techniques0
STD: Sparse-to-Dense 3D Object Detector for Point Cloud0
Human Extraction and Scene Transition utilizing Mask R-CNN0
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to NightCode0
Slot Based Image Augmentation System for Object Detection0
Self-supervised Training of Proposal-based Segmentation via Background Prediction0
Deep Perceptual Compression0
OGNet: Salient Object Detection with Output-guided Attention Module0
An AI-Augmented Lesion Detection Framework For Liver Metastases With Model Interpretability0
Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is ComingCode0
Machine learning approach of automatic identification and counting of blood cellsCode0
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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