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Object Detection

Papers

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Showing 5251–5300 of 10957 papers

TitleStatusHype
Defending Multimodal Fusion Models against Single-Source Adversaries—0
Excavating RoI Attention for Underwater Object DetectionCode1
The Second Place Solution for The 4th Large-scale Video Object Segmentation Challenge--Track 3: Referring Video Object Segmentation—0
Complementary datasets to COCO for object detectionCode0
Explore Spatio-temporal Aggregation for Insubstantial Object Detection: Benchmark Dataset and BaselineCode1
A Novel Algorithm for Exact Concave Hull Extraction—0
YOLOSA: Object detection based on 2D local feature superimposed self-attentionCode0
LidarMultiNet: Unifying LiDAR Semantic Segmentation, 3D Object Detection, and Panoptic Segmentation in a Single Multi-task Network—0
Open Vocabulary Object Detection with Proposal Mining and Prediction EqualizationCode1
SSMI: How to Make Objects of Interest Disappear without Accessing Object Detectors?—0
Behavior Transformers: Cloning k modes with one stoneCode1
LDD: A Dataset for Grape Diseases Object Detection and Instance Segmentation—0
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision ApplicationsCode2
Online progressive instance-balanced sampling for weakly supervised object detection—0
BEVDepth: Acquisition of Reliable Depth for Multi-view 3D Object DetectionCode2
LargeKernel3D: Scaling up Kernels in 3D Sparse CNNsCode2
Improving Localization for Semi-Supervised Object DetectionCode0
Sensitivity of Average Precision to Bounding Box PerturbationsCode0
Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network—0
Real-time Full-stack Traffic Scene Perception for Autonomous Driving with Roadside Cameras—0
A Novel Long-term Iterative Mining Scheme for Video Salient Object Detection—0
Dynamic Message Propagation Network for RGB-D Salient Object Detection—0
Occupancy-MAE: Self-supervised Pre-training Large-scale LiDAR Point Clouds with Masked Occupancy AutoencodersCode2
KOLOMVERSE: Korea open large-scale image dataset for object detection in the maritime universeCode0
Knowledge Distillation for Oriented Object Detection on Aerial Images—0
DALL-E for Detection: Language-driven Compositional Image Synthesis for Object Detection—0
Guardian Angel: A Novel Walking Aid for the Visually Impaired—0
Global Context Vision TransformersCode2
Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based DetectorsCode1
0/1 Deep Neural Networks via Block Coordinate Descent—0
3D Object Detection for Autonomous Driving: A Comprehensive SurveyCode2
mvHOTA: A multi-view higher order tracking accuracy metric to measure spatial and temporal associations in multi-point detectionCode0
Video Sparse Transformer With Attention-Guided Memory for Video Object DetectionCode1
Small Object Detection via Pixel Level Balancing With Applications to Blood Cell DetectionCode0
Unified-IO: A Unified Model for Vision, Language, and Multi-Modal Tasks—0
Neural Architecture Adaptation for Object Detection by Searching Channel Dimensions and Mapping Pre-trained Parameters—0
On Efficient Real-Time Semantic Segmentation: A Survey—0
Active Data Discovery: Mining Unknown Data using Submodular Information Measures—0
A Closer Look at Smoothness in Domain Adversarial TrainingCode1
K-Radar: 4D Radar Object Detection for Autonomous Driving in Various Weather ConditionsCode2
Selective Multi-Scale Learning for Object Detection—0
Delving into the Scale Variance Problem in Object Detection—0
Patch-level Representation Learning for Self-supervised Vision TransformersCode1
Coarse-to-Fine Vision-Language Pre-training with Fusion in the BackboneCode1
Masked Siamese ConvNets—0
Real3D-Aug: Point Cloud Augmentation by Placing Real Objects with Occlusion Handling for 3D Detection and SegmentationCode1
Automatic Detection of Rice Disease in Images of Various Leaf Sizes—0
Physically-admissible polarimetric data augmentation for road-scene analysis—0
MonoGround: Detecting Monocular 3D Objects from the GroundCode1
Machine vision for vial positioning detection toward the safe automation of material synthesisCode0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified