SOTAVerified

Object Detection

Papers

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Showing 5851–5900 of 10957 papers

TitleStatusHype
Live image-based neurosurgical guidance and roadmap generation using unsupervised embedding—0
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields—0
Video text tracking for dense and small text based on pp-yoloe-r and sort algorithm—0
IC-FPS: Instance-Centroid Faster Point Sampling Module for 3D Point-base Object Detection—0
Model-agnostic explainable artificial intelligence for object detection in image dataCode0
BEVFusion4D: Learning LiDAR-Camera Fusion Under Bird's-Eye-View via Cross-Modality Guidance and Temporal Aggregation—0
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning—0
MuRAL: Multi-Scale Region-based Active Learning for Object Detection—0
Improving Object Detection in Medical Image Analysis through Multiple Expert Annotators: An Empirical Investigation—0
De-coupling and De-positioning Dense Self-supervised LearningCode0
MaMMUT: A Simple Architecture for Joint Learning for MultiModal TasksCode0
DiffULD: Diffusive Universal Lesion Detection—0
Automated wildlife image classification: An active learning tool for ecological applicationsCode0
Unsupervised Adaptation from Repeated Traversals for Autonomous DrivingCode0
A novel Multi to Single Module for small object detection—0
Addressing the Challenges of Open-World Object Detection—0
What Can Human Sketches Do for Object Detection?—0
Learning to Zoom and Unzoom—0
Transformer-based Multi-Instance Learning for Weakly Supervised Object Detection—0
Ambiguity-Resistant Semi-Supervised Learning for Dense Object DetectionCode0
AIR-DA: Adversarial Image Reconstruction for Unsupervised Domain Adaptive Object Detection—0
Clean-NeRF: Reformulating NeRF to account for View-Dependent Observations—0
Mind the Backbone: Minimizing Backbone Distortion for Robust Object DetectionCode0
Collaborative Multi-Object Tracking with Conformal Uncertainty Propagation—0
Explainable Image Quality Assessment for Medical ImagingCode0
Prompt-Guided Transformers for End-to-End Open-Vocabulary Object Detection—0
Learned Two-Plane Perspective Prior based Image Resampling for Efficient Object Detection—0
MagicEye: An Intelligent Wearable Towards Independent Living of Visually ImpairedCode0
Adaptive Base-class Suppression and Prior Guidance Network for One-Shot Object Detection—0
Self-Supervised Reversed Image Signal Processing via Reference-Guided Dynamic Parameter Selection—0
A Simple and Generic Framework for Feature Distillation via Channel-wise Transformation—0
MonoATT: Online Monocular 3D Object Detection with Adaptive Token Transformer—0
Open-Vocabulary Object Detection using Pseudo Caption Labels—0
Explore the Power of Synthetic Data on Few-shot Object Detection—0
DetOFA: Efficient Training of Once-for-All Networks for Object Detection Using Path Filter—0
MoGDE: Boosting Mobile Monocular 3D Object Detection with Ground Depth Estimation—0
Uncertainty Aware Active Learning for Reconfiguration of Pre-trained Deep Object-Detection Networks for New Target Domains—0
OcTr: Octree-based Transformer for 3D Object Detection—0
STDLens: Model Hijacking-Resilient Federated Learning for Object DetectionCode0
Efficient Feature Distillation for Zero-shot Annotation Object DetectionCode0
Anchor Free remote sensing detector based on solving discrete polar coordinate equation—0
Penalty-Based Imitation Learning With Cross Semantics Generation Sensor Fusion for Autonomous Driving—0
Rethinking the backbone architecture for tiny object detection—0
Accurate Detection of Mediastinal Lesions with nnDetection—0
DR.CPO: Diversified and Realistic 3D Augmentation via Iterative Construction, Random Placement, and HPR OcclusionCode0
Boosting Weakly Supervised Object Detection using Fusion and Priors from Hallucinated Depth—0
Benchmarking Robustness of 3D Object Detection to Common Corruptions in Autonomous DrivingCode0
Augment and Criticize: Exploring Informative Samples for Semi-Supervised Monocular 3D Object Detection—0
LiDAR Spoofing Meets the New-Gen: Capability Improvements, Broken Assumptions, and New Attack Strategies—0
Supervision Interpolation via LossMix: Generalizing Mixup for Object Detection and Beyond—0
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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