SOTAVerified

Object Detection

Papers

Showing 68016825 of 10957 papers

TitleStatusHype
How Real is CARLAs Dynamic Vision Sensor? A Study on the Sim-to-Real Gap in Traffic Object Detection0
DAE-Fuse: An Adaptive Discriminative Autoencoder for Multi-Modality Image Fusion0
Object Detection, Recognition, Deep Learning, and the Universal Law of Generalization0
RILOD: Near Real-Time Incremental Learning for Object Detection at the Edge0
Object Detection, Tracking, and Motion Segmentation for Object-level Video Segmentation0
Object Detection Under Rainy Conditions for Autonomous Vehicles: A Review of State-of-the-Art and Emerging Techniques0
Object Detection Using Deep CNNs Trained on Synthetic Images0
Object Detection using Domain Randomization and Generative Adversarial Refinement of Synthetic Images0
Open-Vocabulary Object Detection via Scene Graph Discovery0
Object Detection Using Generalization and Efficiency Balanced Co-Occurrence Features0
Object Detection using Image Processing0
Object Detection Using Keygraphs0
Object Detection using Oriented Window Learning Vi-sion Transformer: Roadway Assets Recognition0
Object Detection Using Sim2Real Domain Randomization for Robotic Applications0
Open-Vocabulary Object Detection With an Open Corpus0
Open-Vocabulary X-ray Prohibited Item Detection via Fine-tuning CLIP0
Object Detection via Aspect Ratio and Context Aware Region-based Convolutional Networks0
Object Detection with a Unified Label Space from Multiple Datasets0
Opportunistic Collaborative Planning with Large Vision Model Guided Control and Joint Query-Service Optimization0
Object Detection with Deep Learning: A Review0
Optimizing Vision Transformers with Data-Free Knowledge Transfer0
How much real data do we actually need: Analyzing object detection performance using synthetic and real data0
How many radiographs are needed to re-train a deep learning system for object detection?0
Object Detection with Mask-based Feature Encoding0
DADFNet: Dual Attention and Dual Frequency-Guided Dehazing Network for Video-Empowered Intelligent Transportation0
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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