SOTAVerified

Object Detection

Papers

Showing 326350 of 10957 papers

TitleStatusHype
Uncertainty Meets Diversity: A Comprehensive Active Learning Framework for Indoor 3D Object Detection0
MapGlue: Multimodal Remote Sensing Image MatchingCode0
RESFL: An Uncertainty-Aware Framework for Responsible Federated Learning by Balancing Privacy, Fairness and Utility in Autonomous Vehicles0
A Comprehensive Survey on Architectural Advances in Deep CNNs: Challenges, Applications, and Emerging Research Directions0
Test-Time Backdoor Detection for Object Detection Models0
Fine-Grained Open-Vocabulary Object Detection with Fined-Grained Prompts: Task, Dataset and Benchmark0
DCA: Dividing and Conquering Amnesia in Incremental Object DetectionCode0
UltraFlwr -- An Efficient Federated Medical and Surgical Object Detection FrameworkCode1
Robust Object Detection of Underwater Robot based on Domain GeneralizationCode1
Shift, Scale and Rotation Invariant Multiple Object Detection using Balanced Joint Transform Correlator0
LED: LLM Enhanced Open-Vocabulary Object Detection without Human Curated Data GenerationCode0
TGBFormer: Transformer-GraphFormer Blender Network for Video Object Detection0
Is Discretization Fusion All You Need for Collaborative Perception?Code1
HSOD-BIT-V2: A New Challenging Benchmarkfor Hyperspectral Salient Object DetectionCode0
LEGNet: Lightweight Edge-Gaussian Driven Network for Low-Quality Remote Sensing Image Object DetectionCode2
FrustumFusionNets: A Three-Dimensional Object Detection Network Based on Tractor Road Scene0
State Space Model Meets Transformer: A New Paradigm for 3D Object DetectionCode1
PSA-SSL: Pose and Size-aware Self-Supervised Learning on LiDAR Point CloudsCode0
A Revisit to the Decoder for Camouflaged Object Detection0
SparseAlign: A Fully Sparse Framework for Cooperative Object Detection0
Ship Detection in Remote Sensing Imagery for Arbitrarily Oriented Object Detection0
MonoCT: Overcoming Monocular 3D Detection Domain Shift with Consistent Teacher Models0
8-Calves Image datasetCode0
Let Synthetic Data Shine: Domain Reassembly and Soft-Fusion for Single Domain Generalization0
GeoRSMLLM: A Multimodal Large Language Model for Vision-Language Tasks in Geoscience and Remote Sensing0
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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