SOTAVerified

Object Detection

Papers

Showing 18511875 of 10957 papers

TitleStatusHype
SpecDETR: A Transformer-based Hyperspectral Point Object Detection NetworkCode2
Size-invariance Matters: Rethinking Metrics and Losses for Imbalanced Multi-object Salient Object DetectionCode1
*: Improving the 3D detector by introducing Voxel2Pillar feature encoding and extracting multi-scale features0
Grounding DINO 1.5: Advance the "Edge" of Open-Set Object DetectionCode7
DiverGen: Improving Instance Segmentation by Learning Wider Data Distribution with More Diverse Generative DataCode2
SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object DetectionCode2
UDA4Inst: Unsupervised Domain Adaptation for Instance Segmentation0
Dynamic Loss Decay based Robust Oriented Object Detection on Remote Sensing Images with Noisy Labels0
Multimodal Collaboration Networks for Geospatial Vehicle Detection in Dense, Occluded, and Large-Scale EventsCode0
CLIP with Quality Captions: A Strong Pretraining for Vision Tasks0
RDPN6D: Residual-based Dense Point-wise Network for 6Dof Object Pose Estimation Based on RGB-D ImagesCode1
Open-Vocabulary Object Detection via Neighboring Region Attention Alignment0
MambaOut: Do We Really Need Mamba for Vision?Code7
MonoMAE: Enhancing Monocular 3D Detection through Depth-Aware Masked Autoencoders0
Environmental Matching Attack Against Unmanned Aerial Vehicles Object Detection0
Fast Training Data Acquisition for Object Detection and Segmentation using Black Screen Luminance Keying0
Integrity Monitoring of 3D Object Detection in Automated Driving Systems using Raw Activation Patterns and Spatial Filtering0
Quality-aware Selective Fusion Network for V-D-T Salient Object DetectionCode1
oTTC: Object Time-to-Contact for Motion Estimation in Autonomous Driving0
Resource Efficient Perception for Vision SystemsCode0
Building a Strong Pre-Training Baseline for Universal 3D Large-Scale PerceptionCode1
Differentiable Model Scaling using Differentiable TopkCode1
Replication Study and Benchmarking of Real-Time Object Detection ModelsCode0
Precise Apple Detection and Localization in Orchards using YOLOv5 for Robotic Harvesting Systems0
How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models?0
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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