SOTAVerified

Object Detection

Papers

Showing 99019925 of 10957 papers

TitleStatusHype
An Uncertainty Estimation Framework for Probabilistic Object DetectionCode0
Feature Selective Anchor-Free Module for Single-Shot Object DetectionCode0
Pragmatic Communication in Multi-Agent Collaborative PerceptionCode0
An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation DatasetCode0
Performance Evaluation of Real-Time Object Detection for Electric ScootersCode0
Minimum Delay Object Detection From VideoCode0
DetectorDetective: Investigating the Effects of Adversarial Examples on Object DetectorsCode0
Robust Vision-Based Runway Detection through Conformal Prediction and Conformal mAPCode0
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed DetectionCode0
Detector-in-Detector: Multi-Level Analysis for Human-PartsCode0
Attention-based Class-Conditioned Alignment for Multi-Source Domain Adaptation of Object DetectorsCode0
Identifying Label Errors in Object Detection Datasets by Loss InspectionCode0
Identifying Light-curve Signals with a Deep Learning Based Object Detection Algorithm. II. A General Light Curve Classification FrameworkCode0
Adaptive Visual Scene Understanding: Incremental Scene Graph GenerationCode0
Detect to Track and Track to DetectCode0
Learning to Cluster for Proposal-Free Instance SegmentationCode0
Determinantal Point Process as an alternative to NMSCode0
Federated Learning with Heterogeneous Data Handling for Robust Vehicular Object DetectionCode0
Identify Light-Curve Signals with Deep Learning Based Object Detection Algorithm. I. Transit DetectionCode0
Identity-Consistent Aggregation for Video Object DetectionCode0
Attention-Based Depth Distillation with 3D-Aware Positional Encoding for Monocular 3D Object DetectionCode0
Per-frame mAP Prediction for Continuous Performance Monitoring of Object Detection During DeploymentCode0
DetNAS: Backbone Search for Object DetectionCode0
DetNet: A Backbone network for Object DetectionCode0
FedVision: An Online Visual Object Detection Platform Powered by Federated LearningCode0
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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