SOTAVerified

Object Detection

Papers

Showing 22012225 of 10957 papers

TitleStatusHype
Lidar Light Scattering Augmentation (LISA): Physics-based Simulation of Adverse Weather Conditions for 3D Object DetectionCode1
Visual Parser: Representing Part-whole Hierarchies with TransformersCode1
Locally Enhanced Self-Attention: Combining Self-Attention and Convolution as Local and Context TermsCode1
Geographical Knowledge-driven Representation Learning for Remote Sensing ImagesCode1
CSL-YOLO: A New Lightweight Object Detection System for Edge ComputingCode1
Multi-Modality Task Cascade for 3D Object DetectionCode1
Depth Quality-Inspired Feature Manipulation for Efficient RGB-D Salient Object DetectionCode1
On Model Calibration for Long-Tailed Object Detection and Instance SegmentationCode1
CBNet: A Composite Backbone Network Architecture for Object DetectionCode1
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View UnderstandingCode1
Focal Self-attention for Local-Global Interactions in Vision TransformersCode1
DivergentNets: Medical Image Segmentation by Network EnsembleCode1
SimNet: Enabling Robust Unknown Object Manipulation from Pure Synthetic Data via StereoCode1
Representation Based Regression for Object Distance EstimationCode1
Radar Voxel Fusion for 3D Object DetectionCode1
Real-time 3D Object Detection using Feature Map FlowCode1
Inverting and Understanding Object DetectorsCode1
SRPN: similarity-based region proposal networks for nuclei and cells detection in histology imagesCode1
PVT v2: Improved Baselines with Pyramid Vision TransformerCode1
FusionPainting: Multimodal Fusion with Adaptive Attention for 3D Object DetectionCode1
Confidence-Aware Learning for Camouflaged Object DetectionCode1
P2T: Pyramid Pooling Transformer for Scene UnderstandingCode1
Tracking Instances as QueriesCode1
3D Object Detection for Autonomous Driving: A SurveyCode1
GAIA: A Transfer Learning System of Object Detection that Fits Your NeedsCode1
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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