SOTAVerified

Object Detection

Papers

Showing 1045110500 of 10957 papers

TitleStatusHype
Learning Features by Watching Objects MoveCode0
Quantization and Training of Low Bit-Width Convolutional Neural Networks for Object Detection0
SceneNet RGB-D: 5M Photorealistic Images of Synthetic Indoor Trajectories with Ground TruthCode0
Salient Object Detection with Convex Hull Overlap0
Joint Hand Detection and Rotation Estimation by Using CNN0
Spatially Adaptive Computation Time for Residual NetworksCode0
Point Pair Feature based Object Detection for Random Bin Picking0
Learning to Segment Object Candidates via Recursive Neural Networks0
Skin Cancer Detection and Tracking using Data Synthesis and Deep Learning0
SqueezeDet: Unified, Small, Low Power Fully Convolutional Neural Networks for Real-Time Object Detection for Autonomous DrivingCode0
Object Detection via Aspect Ratio and Context Aware Region-based Convolutional Networks0
Playing Doom with SLAM-Augmented Deep Reinforcement LearningCode0
Learning in an Uncertain World: Representing Ambiguity Through Multiple Hypotheses0
Speed/accuracy trade-offs for modern convolutional object detectorsCode0
Generating Holistic 3D Scene Abstractions for Text-based Image Retrieval0
DeepSetNet: Predicting Sets with Deep Neural Networks0
Object Detection Free Instance Segmentation With Labeling Transformations0
Geometric deep learning on graphs and manifolds using mixture model CNNsCode0
An Overview on Data Representation Learning: From Traditional Feature Learning to Recent Deep Learning0
3D Fully Convolutional Network for Vehicle Detection in Point CloudCode0
Weakly Supervised Cascaded Convolutional Networks0
Straight to Shapes: Real-time Detection of Encoded ShapesCode0
Object Detection using Image Processing0
Multi-View 3D Object Detection Network for Autonomous DrivingCode0
A dataset and exploration of models for understanding video data through fill-in-the-blank question-answeringCode0
PVANet: Lightweight Deep Neural Networks for Real-time Object DetectionCode0
Active learning with version spaces for object detection0
Deep neural networks can be improved using human-derived contextual expectationsCode0
Exploiting Web Images for Dataset Construction: A Domain Robust Approach0
ResFeats: Residual Network Based Features for Image Classification0
Nazr-CNN: Fine-Grained Classification of UAV Imagery for Damage Assessment0
Multi-Scale Saliency Detection using Dictionary Learning0
DeepVO: A Deep Learning approach for Monocular Visual Odometry0
Improving training of deep neural networks via Singular Value Bounding0
Learning to detect and localize many objects from few examples0
Video Processing from Electro-optical Sensors for Object Detection and Tracking in Maritime Environment: A Survey0
Weakly-supervised Learning of Mid-level Features for Pedestrian Attribute Recognition and Localization0
Backtracking Spatial Pyramid Pooling (SPP)-based Image Classifier for Weakly Supervised Top-down Salient Object Detection0
Learning Scene-specific Object Detectors Based on a Generative-Discriminative Model with Minimal Supervision0
Hierarchical Object Detection with Deep Reinforcement LearningCode0
Node-Adapt, Path-Adapt and Tree-Adapt:Model-Transfer Domain Adaptation for Random Forest0
A Benchmark Dataset and Saliency-guided Stacked Autoencoders for Video-based Salient Object Detection0
Generalized Haar Filter based Deep Networks for Real-Time Object Detection in Traffic Scene0
Detecting People in Artwork with CNNsCode0
mdBrief - A Fast Online Adaptable, Distorted Binary Descriptor for Real-Time Applications Using Calibrated Wide-Angle Or Fisheye Cameras0
Template Matching Advances and Applications in Image Analysis0
Multi-view metric learning for multi-instance image classification0
Enhanced Object Detection via Fusion With Prior Beliefs from Image Classification0
A Robust 3D-2D Interactive Tool for Scene Segmentation and Annotation0
StuffNet: Using 'Stuff' to Improve 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