SOTAVerified

Object Detection

Papers

Showing 15261550 of 10957 papers

TitleStatusHype
MUS-CDB: Mixed Uncertainty Sampling with Class Distribution Balancing for Active Annotation in Aerial Object DetectionCode1
PØDA: Prompt-driven Zero-shot Domain AdaptationCode1
YolOOD: Utilizing Object Detection Concepts for Multi-Label Out-of-Distribution DetectionCode1
Towards Scene Understanding for Autonomous Operations on Airport ApronsCode1
PROB: Probabilistic Objectness for Open World Object DetectionCode1
Feature Aggregation and Propagation Network for Camouflaged Object DetectionCode1
PASTA: Proportional Amplitude Spectrum Training Augmentation for Syn-to-Real Domain GeneralizationCode1
UIU-Net: U-Net in U-Net for Infrared Small Object DetectionCode1
BEV-LGKD: A Unified LiDAR-Guided Knowledge Distillation Framework for BEV 3D Object DetectionCode1
Hyperbolic Contrastive Learning for Visual Representations beyond ObjectsCode1
MGTANet: Encoding Sequential LiDAR Points Using Long Short-Term Motion-Guided Temporal Attention for 3D Object DetectionCode1
ResFormer: Scaling ViTs with Multi-Resolution TrainingCode1
Uncertainty-Aware Contour Proposal Networks for Cell Segmentation in Multi-Modality High-Resolution Microscopy ImagesCode1
AIO-P: Expanding Neural Performance Predictors Beyond Image ClassificationCode1
DQ-DETR: Dual Query Detection Transformer for Phrase Extraction and GroundingCode1
Superpoint Transformer for 3D Scene Instance SegmentationCode1
Learning Object-Language Alignments for Open-Vocabulary Object DetectionCode1
Multi-Modal Few-Shot Temporal Action DetectionCode1
3DPPE: 3D Point Positional Encoding for Multi-Camera 3D Object Detection TransformersCode1
CAD2Render: A Modular Toolkit for GPU-accelerated Photorealistic Synthetic Data Generation for the Manufacturing IndustryCode1
Language-Assisted 3D Feature Learning for Semantic Scene UnderstandingCode1
DATE: Dual Assignment for End-to-End Fully Convolutional Object DetectionCode1
MAEDAY: MAE for few and zero shot AnomalY-DetectionCode1
3D Dual-Fusion: Dual-Domain Dual-Query Camera-LiDAR Fusion for 3D Object DetectionCode1
Object Detection in Foggy Scenes by Embedding Depth and Reconstruction into Domain AdaptationCode1
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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