SOTAVerified

Object Detection

Papers

Showing 54765500 of 10957 papers

TitleStatusHype
Sparse Compressed Spiking Neural Network Accelerator for Object Detection0
On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification0
Cost-Aware Evaluation and Model Scaling for LiDAR-Based 3D Object Detection0
3D Object Detection with a Self-supervised Lidar Scene Flow BackboneCode1
Deep PCB To COCO ConvertorCode2
Traffic Context Aware Data Augmentation for Rare Object Detection in Autonomous Driving0
Dynamic Curriculum Learning for Great Ape Detection in the WildCode0
Improving Visual Grounding with Visual-Linguistic Verification and Iterative ReasoningCode1
PyramidCLIP: Hierarchical Feature Alignment for Vision-language Model Pretraining0
Improving Transferability for Domain Adaptive Detection TransformersCode1
MMRotate: A Rotated Object Detection Benchmark using PyTorch0
Representation Recycling for Streaming Video AnalysisCode0
TJ4DRadSet: A 4D Radar Dataset for Autonomous DrivingCode2
Rotationally Equivariant 3D Object Detection0
Prescriptive and Descriptive Approaches to Machine-Learning Transparency0
BBBD: Bounding Box Based Detector for Occlusion Detection and Order Recovery0
Defending Person Detection Against Adversarial Patch Attack by using Universal Defensive Frame0
Automated player identification and indexing using two-stage deep learning network0
PolyLoss: A Polynomial Expansion Perspective of Classification Loss FunctionsCode1
Understanding The Robustness in Vision TransformersCode2
AccMPEG: Optimizing Video Encoding for Video Analytics0
Understanding the Impact of Edge Cases from Occluded Pedestrians for ML Systems0
Where and What: Driver Attention-based Object DetectionCode0
Focal Sparse Convolutional Networks for 3D Object DetectionCode2
Robust Dual-Graph Regularized Moving Object Detection0
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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