SOTAVerified

Object Detection

Papers

Showing 69517000 of 10957 papers

TitleStatusHype
Leveraging 3D LiDAR Sensors to Enable Enhanced Urban Safety and Public Health: Pedestrian Monitoring and Abnormal Activity Detection0
Online Decision Based Visual Tracking via Reinforcement Learning0
Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory0
Online Illumination Invariant Moving Object Detection by Generative Neural Network0
Leverage Task Context for Object Affordance Ranking0
Detecting Mammals in UAV Images: Best Practices to address a substantially Imbalanced Dataset with Deep Learning0
Analyzing Semantic Segmentation Using Hybrid Human-Machine CRFs0
Level Set-Based Camera Pose Estimation From Multiple 2D/3D Ellipse-Ellipsoid Correspondences0
Let There be Light: Improved Traffic Surveillance via Detail Preserving Night-to-Day Transfer0
Let Synthetic Data Shine: Domain Reassembly and Soft-Fusion for Single Domain Generalization0
Let's Roll: Synthetic Dataset Analysis for Pedestrian Detection Across Different Shutter Types0
Online Structured Sparsity-based Moving Object Detection from Satellite Videos0
Let's agree to disagree: learning highly debatable multirater labelling0
Let Human Sketches Help: Empowering Challenging Image Segmentation Task with Freehand Sketches0
On Moving Object Segmentation from Monocular Video with Transformers0
On Offline Evaluation of 3D Object Detection for Autonomous Driving0
Detecting Extratropical Cyclones of the Northern Hemisphere with Single Shot Detector0
Better to Follow, Follow to Be Better: Towards Precise Supervision of Feature Super-Resolution for Small Object Detection0
Analyzing Errors in Controlled Turret System Given Target Location Input from Artificial Intelligence Methods in Automatic Target Recognition0
Training Data Subset Search with Ensemble Active Learning0
Lesion Localization in OCT by Semi-Supervised Object Detection0
LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations0
Detecting Endangered Marine Species in Autonomous Underwater Vehicle Imagery Using Point Annotations and Few-Shot Learning0
Detecting Concrete Visual Tokens for Multimodal Machine Translation0
LEF: Late-to-Early Temporal Fusion for LiDAR 3D Object Detection0
On the Distribution of Salient Objects in Web Images and its Influence on Salient Object Detection0
Detecting Car Speed using Object Detection and Depth Estimation: A Deep Learning Framework0
On-the-fly Network Pruning for Object Detection0
Learn to Predict Sets Using Feed-Forward Neural Networks0
On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification0
On the Ideal Number of Groups for Isometric Gradient Propagation0
On the Impact of Lossy Image and Video Compression on the Performance of Deep Convolutional Neural Network Architectures0
Best of Both Worlds: Human-Machine Collaboration for Object Annotation0
Learning With Side Information Through Modality Hallucination0
On the Importance of Large Objects in CNN Based Object Detection Algorithms0
On the Importance of Visual Context for Data Augmentation in Scene Understanding0
Learning Where to Position Parts in 3D0
Detecting Bone Lesions in X-Ray Under Diverse Acquisition Conditions0
BenthIQ: a Transformer-Based Benthic Classification Model for Coral Restoration0
On the Relation between Optical Aperture and Automotive Object Detection0
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning0
Adaptive and Azimuth-Aware Fusion Network of Multimodal Local Features for 3D Object Detection0
Learning When to Use Adaptive Adversarial Image Perturbations against Autonomous Vehicles0
On the safety of vulnerable road users by cyclist orientation detection using Deep Learning0
Learning Visual Grounding from Generative Vision and Language Model0
Benchmarking Vision-Based Object Tracking for USVs in Complex Maritime Environments0
On Utilizing Relationships for Transferable Few-Shot Fine-Grained Object Detection0
On Vision Features in Multimodal Machine Translation0
Learning to Zoom and Unzoom0
Detecting and Identifying Optical Signal Attacks on Autonomous Driving Systems0
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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