SOTAVerified

Object Detection

Papers

Showing 1010110125 of 10957 papers

TitleStatusHype
Memory-Efficient Deep Salient Object Segmentation Networks on Gridized Superpixels0
Brain Tumor Segmentation Based on Refined Fully Convolutional Neural Networks with A Hierarchical Dice LossCode0
Scene-Specific Pedestrian Detection Based on Parallel VisionCode0
Towards dense object tracking in a 2D honeybee hiveCode0
Lost in Time: Temporal Analytics for Long-Term Video Surveillance0
Learning Fixation Point Strategy for Object Detection and Classification0
Tracking objects using 3D object proposals0
Automated flow for compressing convolution neural networks for efficient edge-computation with FPGA0
Video Object Detection with an Aligned Spatial-Temporal MemoryCode0
Impression Network for Video Object Detection0
Detection and Attention: Diagnosing Pulmonary Lung Cancer from CT by Imitating Physicians0
AI2-THOR: An Interactive 3D Environment for Visual AICode1
MaskLab: Instance Segmentation by Refining Object Detection with Semantic and Direction Features0
Symbol detection in online handwritten graphics using Faster R-CNN0
Data Distillation: Towards Omni-Supervised LearningCode0
Weaving Multi-scale Context for Single Shot Detector0
Joint 3D Proposal Generation and Object Detection from View AggregationCode0
Deep Regionlets for Object Detection0
Improving Object Detection from Scratch via Gated Feature ReuseCode0
FSSD: Feature Fusion Single Shot Multibox DetectorCode0
Automatic Recognition of Coal and Gangue based on Convolution Neural Network0
Cascade R-CNN: Delving into High Quality Object DetectionCode0
Learning Efficient Object Detection Models with Knowledge Distillation0
Rank of Experts: Detection Network Ensemble0
Single-Shot Object Detection with Enriched Semantics0
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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