SOTAVerified

Object Detection

Papers

Showing 45264550 of 10957 papers

TitleStatusHype
ECOR: Explainable CLIP for Object Recognition0
Language-Driven Active Learning for Diverse Open-Set 3D Object DetectionCode0
Simultaneous Detection and Interaction Reasoning for Object-Centric Action Recognition0
Feature Corrective Transfer Learning: End-to-End Solutions to Object Detection in Non-Ideal Visual Conditions0
Equivariant Spatio-Temporal Self-Supervision for LiDAR Object Detection0
TempBEV: Improving Learned BEV Encoders with Combined Image and BEV Space Temporal Aggregation0
Leveraging 3D LiDAR Sensors to Enable Enhanced Urban Safety and Public Health: Pedestrian Monitoring and Abnormal Activity Detection0
Detector Collapse: Physical-World Backdooring Object Detection to Catastrophic Overload or Blindness in Autonomous Driving0
Simple In-place Data Augmentation for Surveillance Object Detection0
GhostNetV3: Exploring the Training Strategies for Compact Models0
Multimodal 3D Object Detection on Unseen Domains0
How to deal with glare for improved perception of Autonomous Vehicles0
OSR-ViT: A Simple and Modular Framework for Open-Set Object Detection and Discovery0
Watch Your Step: Optimal Retrieval for Continual Learning at Scale0
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark0
Explainable Light-Weight Deep Learning Pipeline for Improved Drought Stress Identification0
VFMM3D: Releasing the Potential of Image by Vision Foundation Model for Monocular 3D Object Detection0
DetCLIPv3: Towards Versatile Generative Open-vocabulary Object Detection0
Coreset Selection for Object Detection0
Fusion-Mamba for Cross-modality Object Detection0
TEXT2TASTE: A Versatile Egocentric Vision System for Intelligent Reading Assistance Using Large Language Model0
BG-YOLO: A Bidirectional-Guided Method for Underwater Object Detection0
Shifting Spotlight for Co-supervision: A Simple yet Efficient Single-branch Network to See Through Camouflage0
Overcoming Scene Context Constraints for Object Detection in wild using DefiltersCode0
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning0
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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