SOTAVerified

Object Detection

Papers

Showing 13011350 of 10957 papers

TitleStatusHype
Real-Time Flying Object Detection with YOLOv8Code1
GeoMAE: Masked Geometric Target Prediction for Self-supervised Point Cloud Pre-TrainingCode1
GeNAS: Neural Architecture Search with Better GeneralizationCode1
Not All Pixels Are Equal: Learning Pixel Hardness for Semantic SegmentationCode1
Bridging the Domain Gap: Self-Supervised 3D Scene Understanding with Foundation ModelsCode1
SSD-MonoDETR: Supervised Scale-aware Deformable Transformer for Monocular 3D Object DetectionCode1
Hausdorff Distance Matching with Adaptive Query Denoising for Rotated Detection TransformerCode1
WEDGE: A multi-weather autonomous driving dataset built from generative vision-language modelsCode1
Multi-Modal 3D Object Detection by Box MatchingCode1
CLIP-Count: Towards Text-Guided Zero-Shot Object CountingCode1
Thermal Bridges on Building RooftopsCode1
Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision TransformersCode1
Vision-Language Models in Remote Sensing: Current Progress and Future TrendsCode1
Self-supervised dense representation learning for live-cell microscopy with time arrow predictionCode1
Context-Aware Chart Element DetectionCode1
3D Small Object Detection with Dynamic Spatial PruningCode1
Avatar Knowledge Distillation: Self-ensemble Teacher Paradigm with UncertaintyCode1
Contrastive Mean Teacher for Domain Adaptive Object DetectorsCode1
Aligning Bird-Eye View Representation of Point Cloud Sequences using Scene FlowCode1
Revisiting the Encoding of Satellite Image Time SeriesCode1
Faster OreFSDet : A Lightweight and Effective Few-shot Object Detector for Ore ImagesCode1
SelfDocSeg: A Self-Supervised vision-based Approach towards Document SegmentationCode1
Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object DetectionCode1
Fusion is Not Enough: Single Modal Attacks on Fusion Models for 3D Object DetectionCode1
Instance Segmentation in the DarkCode1
From Chaos Comes Order: Ordering Event Representations for Object Recognition and DetectionCode1
DQS3D: Densely-matched Quantization-aware Semi-supervised 3D DetectionCode1
Fully Sparse Fusion for 3D Object DetectionCode1
Function-Consistent Feature DistillationCode1
MixPro: Data Augmentation with MaskMix and Progressive Attention Labeling for Vision TransformerCode1
Point-supervised Single-cell Segmentation via Collaborative Knowledge SharingCode1
MetaBEV: Solving Sensor Failures for BEV Detection and Map SegmentationCode1
Density-Insensitive Unsupervised Domain Adaption on 3D Object DetectionCode1
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image UnderstandingCode1
You Only Need Two Detectors to Achieve Multi-Modal 3D Multi-Object TrackingCode1
Dynamic Coarse-to-Fine Learning for Oriented Tiny Object DetectionCode1
RadarFormer: Lightweight and Accurate Real-Time Radar Object Detection ModelCode1
Align-DETR: Enhancing End-to-end Object Detection with Aligned LossCode1
RadarGNN: Transformation Invariant Graph Neural Network for Radar-based PerceptionCode1
Boosting Convolutional Neural Networks with Middle Spectrum Grouped ConvolutionCode1
DynamicDet: A Unified Dynamic Architecture for Object DetectionCode1
CamDiff: Camouflage Image Augmentation via Diffusion ModelCode1
The MONET dataset: Multimodal drone thermal dataset recorded in rural scenariosCode1
Fracture Detection in Pediatric Wrist Trauma X-ray Images Using YOLOv8 AlgorithmCode1
Eagle: End-to-end Deep Reinforcement Learning based Autonomous Control of PTZ CamerasCode1
SOOD: Towards Semi-Supervised Oriented Object DetectionCode1
Can SAM Segment Anything? When SAM Meets Camouflaged Object DetectionCode1
Curricular Object Manipulation in LiDAR-based Object DetectionCode1
V3Det: Vast Vocabulary Visual Detection DatasetCode1
DoUnseen: Tuning-Free Class-Adaptive Object Detection of Unseen Objects for Robotic GraspingCode1
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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