SOTAVerified

Object Detection

Papers

Showing 45014525 of 10957 papers

TitleStatusHype
MIC: Masked Image Consistency for Context-Enhanced Domain AdaptationCode2
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain GeneralizationCode1
Planogram Compliance Control via Object Detection, Sequence Alignment, and Focused Iterative Search0
D2DF2WOD: Learning Object Proposals for Weakly-Supervised Object Detection via Progressive Domain Adaptation0
Concealed Object Detection for Passive Millimeter-Wave Security Imaging Based on Task-Aligned Detection Transformer0
Hyperbolic Contrastive Learning for Visual Representations beyond ObjectsCode1
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object DetectionCode1
Soft Labels for Rapid Satellite Object Detection0
MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention for 3D Object DetectionCode1
Motion Informed Object Detection of Small Insects in Time-lapse Camera Recordings0
A Dataset with Multibeam Forward-Looking Sonar for Underwater Object Detection0
GRiT: A Generative Region-to-text Transformer for Object UnderstandingCode2
ResFormer: Scaling ViTs with Multi-Resolution TrainingCode1
On Utilizing Relationships for Transferable Few-Shot Fine-Grained Object Detection0
Uncertainty-Aware Contour Proposal Networks for Cell Segmentation in Multi-Modality High-Resolution Microscopy ImagesCode1
BEVUDA: Multi-geometric Space Alignments for Domain Adaptive BEV 3D Object Detection0
Iterative Scene Graph Generation with Generative Transformers0
SafeSpace MFNet: Precise and Efficient MultiFeature Drone Detection NetworkCode0
How to Train an Accurate and Efficient Object Detection Model on Any Dataset0
AIO-P: Expanding Neural Performance Predictors Beyond Image ClassificationCode1
Attention-Based Depth Distillation with 3D-Aware Positional Encoding for Monocular 3D Object DetectionCode0
Analysis of Training Object Detection Models with Synthetic DataCode0
Superpoint Transformer for 3D Scene Instance SegmentationCode1
DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and GroundingCode1
Object Permanence in Object Detection Leveraging Temporal Priors at Inference Time0
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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