SOTAVerified

Object Detection

Papers

Showing 78267850 of 10957 papers

TitleStatusHype
Robustness Enhancement of Object Detection in Advanced Driver Assistance Systems (ADAS)Code0
LAFFNet: A Lightweight Adaptive Feature Fusion Network for Underwater Image Enhancement0
Enabling 3D Object Detection with a Low-Resolution LiDAR0
Hallucination Improves Few-Shot Object Detection0
Single-Training Collaborative Object Detectors Adaptive to Bandwidth and ComputationCode0
Object detection for crabs in top-view seabed imagery0
Automatic Visual Inspection of Rare Defects: A Framework based on GP-WGAN and Enhanced Faster R-CNN0
Unsupervised data augmentation for object detection0
CAT: Cross-Attention Transformer for One-Shot Object Detection0
CoSformer: Detecting Co-Salient Object with Transformers0
Condensation-Net: Memory-Efficient Network Architecture with Cross-Channel Pooling Layers and Virtual Feature Maps0
Objects as Extreme Points0
Multi-object Tracking Method Based on Efficient Channel Attention and Switchable Atrous Convolution0
Video Salient Object Detection via Adaptive Local-Global RefinementCode0
PAFNet: An Efficient Anchor-Free Object Detector Guidance0
A Deep Learning Object Detection Method for an Efficient Clusters Initialization0
LGA-RCNN: Loss-Guided Attention for Object Detection0
Automated System for Ship Detection from Medium Resolution Satellite Optical Imagery0
Segmentation-Based Bounding Box Generation for Omnidirectional Pedestrian Detection0
ACDC: The Adverse Conditions Dataset with Correspondences for Robust Semantic Driving Scene Perception0
Variational Pedestrian Detection0
SGNet: A Super-class Guided Network for Image Classification and Object DetectionCode0
Multimodal Contrastive Training for Visual Representation Learning0
Breast Mass Detection with Faster R-CNN: On the Feasibility of Learning from Noisy Annotations0
Temp-Frustum Net: 3D Object Detection with Temporal FusionCode0
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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