SOTAVerified

Object Detection

Papers

Showing 96019625 of 10957 papers

TitleStatusHype
Experience feedback using Representation Learning for Few-Shot Object Detection on Aerial ImagesCode0
An In-Depth Analysis of Data Reduction Methods for Sustainable Deep LearningCode0
Hiera: A Hierarchical Vision Transformer without the Bells-and-WhistlesCode0
mvHOTA: A multi-view higher order tracking accuracy metric to measure spatial and temporal associations in multi-point detectionCode0
ChessMix: Spatial Context Data Augmentation for Remote Sensing Semantic SegmentationCode0
Comparison-Based Convolutional Neural Networks for Cervical Cell/Clumps Detection in the Limited Data ScenarioCode0
Explainable Image Quality Assessment for Medical ImagingCode0
Attacking by Aligning: Clean-Label Backdoor Attacks on Object DetectionCode0
Counterexample-Guided Data AugmentationCode0
An interpretable automated detection system for FISH-based HER2 oncogene amplification testing in histo-pathological routine images of breast and gastric cancer diagnosticsCode0
Explaining Local, Global, And Higher-Order Interactions In Deep LearningCode0
Real-Time Salient Object Detection With a Minimum Spanning TreeCode0
Explain to Fix: A Framework to Interpret and Correct DNN Object Detector PredictionsCode0
PolarStream: Streaming Lidar Object Detection and Segmentation with Polar PillarsCode0
LCNN: Low-level Feature Embedded CNN for Salient Object DetectionCode0
LCPFormer: Towards Effective 3D Point Cloud Analysis via Local Context Propagation in TransformersCode0
Explicit Shape Encoding for Real-Time Instance SegmentationCode0
Hierarchical Neural Memory Network for Low Latency Event ProcessingCode0
MDHA: Multi-Scale Deformable Transformer with Hybrid Anchors for Multi-View 3D Object DetectionCode0
Hierarchical Object Detection with Deep Reinforcement LearningCode0
Counting Everyday Objects in Everyday ScenesCode0
LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable AttentionCode0
Hierarchical Shot DetectorCode0
Exploiting Invariance in Training Deep Neural NetworksCode0
MDSSD: Multi-scale Deconvolutional Single Shot Detector for Small ObjectsCode0
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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