SOTAVerified

Object Detection

Papers

Showing 1022610250 of 10957 papers

TitleStatusHype
Look, Perceive and Segment: Finding the Salient Objects in Images via Two-Stream Fixation-Semantic CNNs0
AOD-Net: All-In-One Dehazing Network0
A Stagewise Refinement Model for Detecting Salient Objects in ImagesCode0
Towards a Unified Compositional Model for Visual Pattern Modeling0
Supervision by Fusion: Towards Unsupervised Learning of Deep Salient Object Detector0
SceneNet RGB-D: Can 5M Synthetic Images Beat Generic ImageNet Pre-Training on Indoor Segmentation?0
Saliency Pattern Detection by Ranking Structured TreesCode0
Pseudo-labels for Supervised Learning on Dynamic Vision Sensor Data, Applied to Object Detection under Ego-motion0
Underwater Multi-Robot Convoying using Visual Tracking by DetectionCode0
Domain Adaptation from Synthesis to Reality in Single-model Detector for Video Smoke Detection0
Playing for Benchmarks0
AffordanceNet: An End-to-End Deep Learning Approach for Object Affordance DetectionCode0
Fast YOLO: A Fast You Only Look Once System for Real-time Embedded Object Detection in VideoCode0
ClickBAIT: Click-based Accelerated Incremental Training of Convolutional Neural Networks0
Feature-Fused SSD: Fast Detection for Small ObjectsCode0
Differentiating Objects by Motion: Joint Detection and Tracking of Small Flying Objects0
MODNet: Moving Object Detection Network with Motion and Appearance for Autonomous Driving0
Zoom Out-and-In Network with Map Attention Decision for Region Proposal and Object DetectionCode0
End-to-End United Video Dehazing and Detection0
Cascaded Region-based Densely Connected Network for Event Detection: A Seismic Application0
Automatic Ground Truths: Projected Image Annotations for Omnidirectional Vision0
Kernel Cross-CorrelatorCode0
CLAD: A Complex and Long Activities Dataset with Rich Crowdsourced Annotations0
Fused Text Segmentation Networks for Multi-oriented Scene Text Detection0
Fully Convolutional Neural Networks for Dynamic Object Detection in Grid Maps0
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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