SOTAVerified

Object Detection

Papers

Showing 19512000 of 10957 papers

TitleStatusHype
Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware LearningCode1
Learning Dynamic Query Combinations for Transformer-based Object Detection and SegmentationCode1
ARM3D: Attention-based relation module for indoor 3D object detectionCode1
Comics Datasets Framework: Mix of Comics datasets for detection benchmarkingCode1
DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and GroundingCode1
CoMix: A Comprehensive Benchmark for Multi-Task Comic UnderstandingCode1
DPNet: Dual-Path Network for Real-time Object Detection with Lightweight AttentionCode1
OPERA: Omni-Supervised Representation Learning with Hierarchical SupervisionsCode1
DPT: Deformable Patch-based Transformer for Visual RecognitionCode1
Common Limitations of Image Processing Metrics: A Picture StoryCode1
A Robust Feature Downsampling Module for Remote Sensing Visual TasksCode1
DQS3D: Densely-matched Quantization-aware Semi-supervised 3D DetectionCode1
Understanding the Role of the Projector in Knowledge DistillationCode1
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin TransformerCode1
Compact Generalized Non-local NetworkCode1
OrientedFormer: An End-to-End Transformer-Based Oriented Object Detector in Remote Sensing ImagesCode1
DroneMOT: Drone-based Multi-Object Tracking Considering Detection Difficulties and Simultaneous Moving of Drones and ObjectsCode1
OS2D: One-Stage One-Shot Object Detection by Matching Anchor FeaturesCode1
OTA: Optimal Transport Assignment for Object DetectionCode1
OVA-DETR: Open Vocabulary Aerial Object Detection Using Image-Text Alignment and FusionCode1
AeDet: Azimuth-invariant Multi-view 3D Object DetectionCode1
CubeSLAM: Monocular 3D Object SLAMCode1
ARS-DETR: Aspect Ratio-Sensitive Detection Transformer for Aerial Oriented Object DetectionCode1
Overcoming Catastrophic Forgetting in Incremental Object Detection via Elastic Response DistillationCode1
Do text-free diffusion models learn discriminative visual representations?Code1
DOTA: A Large-scale Dataset for Object Detection in Aerial ImagesCode1
Comparison Of Deep Object Detectors On A New Vulnerable Pedestrian DatasetCode1
DOTIE -- Detecting Objects through Temporal Isolation of Events using a Spiking ArchitectureCode1
OV-VG: A Benchmark for Open-Vocabulary Visual GroundingCode1
OW-DETR: Open-world Detection TransformerCode1
DoReMi: First glance at a universal OMR datasetCode1
P2T: Pyramid Pooling Transformer for Scene UnderstandingCode1
PCRNet: Point Cloud Registration Network using PointNet EncodingCode1
Curricular Object Manipulation in LiDAR-based Object DetectionCode1
Domain-Adaptive Self-Supervised Pre-Training for Face & Body Detection in DrawingsCode1
DORT: Modeling Dynamic Objects in Recurrent for Multi-Camera 3D Object Detection and TrackingCode1
Parsing Table Structures in the WildCode1
From Points to Parts: 3D Object Detection from Point Cloud with Part-aware and Part-aggregation NetworkCode1
Double Domain Guided Real-Time Low-Light Image Enhancement for Ultra-High-Definition Transportation SurveillanceCode1
Domain Adaptive Faster R-CNN for Object Detection in the WildCode1
AirDet: Few-Shot Detection without Fine-tuning for Autonomous ExplorationCode1
Patch-level Representation Learning for Self-supervised Vision TransformersCode1
Domain Adaptive Object Detection for Autonomous Driving under Foggy WeatherCode1
Path Aggregation Network for Instance SegmentationCode1
Domain Adaptation based Object Detection for Autonomous Driving in Foggy and Rainy WeatherCode1
PeCo: Perceptual Codebook for BERT Pre-training of Vision TransformersCode1
SeSame: Simple, Easy 3D Object Detection with Point-Wise SemanticsCode1
Comprehensive Attention Self-Distillation for Weakly-Supervised Object DetectionCode1
Domain Adaptation for Underwater Image Enhancement via Content and Style SeparationCode1
Domain-Adaptive Object Detection via Uncertainty-Aware Distribution AlignmentCode1
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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