SOTAVerified

Object Detection

Papers

Showing 826850 of 10957 papers

TitleStatusHype
RepVF: A Unified Vector Fields Representation for Multi-task 3D PerceptionCode1
FSD-BEV: Foreground Self-Distillation for Multi-view 3D Object DetectionCode1
LabelDistill: Label-guided Cross-modal Knowledge Distillation for Camera-based 3D Object DetectionCode1
Augmented Neural Fine-Tuning for Efficient Backdoor PurificationCode1
Plain-Det: A Plain Multi-Dataset Object DetectorCode1
MutDet: Mutually Optimizing Pre-training for Remote Sensing Object DetectionCode1
DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model TrainingCode1
DroneMOT: Drone-based Multi-Object Tracking Considering Detection Difficulties and Simultaneous Moving of Drones and ObjectsCode1
DMM: Disparity-guided Multispectral Mamba for Oriented Object Detection in Remote SensingCode1
Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D SceneCode1
Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance InsightsCode1
CoLA: Conditional Dropout and Language-driven Robust Dual-modal Salient Object DetectionCode1
Cue Point Estimation using Object DetectionCode1
Multi-clue Consistency Learning to Bridge Gaps Between General and Oriented Object in Semi-supervised DetectionCode1
CLAMP-ViT: Contrastive Data-Free Learning for Adaptive Post-Training Quantization of ViTsCode1
CoMix: A Comprehensive Benchmark for Multi-Task Comic UnderstandingCode1
StreamLTS: Query-based Temporal-Spatial LiDAR Fusion for Cooperative Object DetectionCode1
Comics Datasets Framework: Mix of Comics datasets for detection benchmarkingCode1
Multi-Grained Contrast for Data-Efficient Unsupervised Representation LearningCode1
SMILe: Leveraging Submodular Mutual Information For Robust Few-Shot Object DetectionCode1
Similarity Distance-Based Label Assignment for Tiny Object DetectionCode1
Eliminating Position Bias of Language Models: A Mechanistic ApproachCode1
LiteYOLO-ID: A Lightweight Object Detection Network for Insulator Defect DetectionCode1
MOS: Model Synergy for Test-Time Adaptation on LiDAR-Based 3D Object DetectionCode1
DiPEx: Dispersing Prompt Expansion for Class-Agnostic Object DetectionCode1
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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