SOTAVerified

Object Detection

Papers

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Showing 1951–2000 of 10957 papers

TitleStatusHype
External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection—0
CKD: Contrastive Knowledge Distillation from A Sample-wise PerspectiveCode0
NeRF-DetS: Enhanced Adaptive Spatial-wise Sampling and View-wise Fusion Strategies for NeRF-based Indoor Multi-view 3D Object Detection—0
TeamTrack: A Dataset for Multi-Sport Multi-Object Tracking in Full-pitch Videos—0
A Nasal Cytology Dataset for Object Detection and Deep Learning—0
FisheyeDetNet: 360° Surround view Fisheye Camera based Object Detection System for Autonomous Driving—0
Efficient and Concise Explanations for Object Detection with Gaussian-Class Activation Mapping ExplainerCode0
Language-Driven Active Learning for Diverse Open-Set 3D Object DetectionCode0
A Point-Based Approach to Efficient LiDAR Multi-Task Perception—0
ELEV-VISION-SAM: Integrated Vision Language and Foundation Model for Automated Estimation of Building Lowest Floor Elevation—0
ECOR: Explainable CLIP for Object Recognition—0
ShadowRefiner: Towards Mask-free Shadow Removal via Fast Fourier TransformerCode2
The devil is in the object boundary: towards annotation-free instance segmentation using Foundation ModelsCode1
Simultaneous Detection and Interaction Reasoning for Object-Centric Action Recognition—0
TempBEV: Improving Learned BEV Encoders with Combined Image and BEV Space Temporal Aggregation—0
Equivariant Spatio-Temporal Self-Supervision for LiDAR Object Detection—0
Multimodal 3D Object Detection on Unseen Domains—0
Detector Collapse: Physical-World Backdooring Object Detection to Catastrophic Overload or Blindness in Autonomous Driving—0
Multi-resolution Rescored ByteTrack for Video Object Detection on Ultra-low-power Embedded SystemsCode1
Leveraging 3D LiDAR Sensors to Enable Enhanced Urban Safety and Public Health: Pedestrian Monitoring and Abnormal Activity Detection—0
How to deal with glare for improved perception of Autonomous Vehicles—0
GhostNetV3: Exploring the Training Strategies for Compact Models—0
Feature Corrective Transfer Learning: End-to-End Solutions to Object Detection in Non-Ideal Visual Conditions—0
Simple In-place Data Augmentation for Surveillance Object Detection—0
OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery—0
Camera clustering for scalable stream-based active distillationCode1
Watch Your Step: Optimal Retrieval for Continual Learning at Scale—0
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark—0
Low-Light Image Enhancement Framework for Improved Object Detection in Fisheye Lens DatasetsCode1
Explainable Light-Weight Deep Learning Pipeline for Improved Drought Stress Identification—0
VFMM3D: Releasing the Potential of Image by Vision Foundation Model for Monocular 3D Object Detection—0
Coreset Selection for Object Detection—0
Fusion-Mamba for Cross-modality Object Detection—0
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection—0
TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model—0
BG-YOLO: A Bidirectional-Guided Method for Underwater Object Detection—0
Shifting Spotlight for Co-supervision: A Simple yet Efficient Single-branch Network to See Through Camouflage—0
MambaDFuse: A Mamba-based Dual-phase Model for Multi-modality Image FusionCode2
Overcoming Scene Context Constraints for Object Detection in wild using DefiltersCode0
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning—0
FashionFail: Addressing Failure Cases in Fashion Object Detection and SegmentationCode1
Training-free Boost for Open-Vocabulary Object Detection with Confidence AggregationCode1
ConsistencyDet: A Few-step Denoising Framework for Object Detection Using the Consistency ModelCode0
Exploiting Object-based and Segmentation-based Semantic Features for Deep Learning-based Indoor Scene Classification—0
GLID: Pre-training a Generalist Encoder-Decoder Vision Model—0
Separated Attention: An Improved Cycle GAN Based Under Water Image Enhancement Method—0
SFSORT: Scene Features-based Simple Online Real-Time TrackerCode2
Simplifying Two-Stage Detectors for On-Device Inference in Remote Sensing—0
Run-time Monitoring of 3D Object Detection in Automated Driving Systems Using Early Layer Neural Activation Patterns—0
Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes—0
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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