SOTAVerified

Object Detection

Papers

Showing 11511175 of 10957 papers

TitleStatusHype
CAFF-DINO: Multi-spectral object detection transformers with cross-attention features fusion0
A Confidence-Aware Matching Strategy For Generalized Multi-Object TrackingCode1
Query matching for spatio-temporal action detection with query-based object detector0
A Novel Unified Architecture for Low-Shot Counting by Detection and SegmentationCode2
MCUBench: A Benchmark of Tiny Object Detectors on MCUs0
Spectral Wavelet Dropout: Regularization in the Wavelet Domain0
Advancing Object Detection in Transportation with Multimodal Large Language Models (MLLMs): A Comprehensive Review and Empirical Testing0
Search and Detect: Training-Free Long Tail Object Detection via Web-Image Retrieval0
Efficient Microscopic Image Instance Segmentation for Food Crystal Quality Control0
Scene Understanding in Pick-and-Place Tasks: Analyzing Transformations Between Initial and Final Scenes0
ViewpointDepth: A New Dataset for Monocular Depth Estimation Under Viewpoint Shifts0
CAMOT: Camera Angle-aware Multi-Object Tracking0
Energy-Efficient & Real-Time Computer Vision with Intelligent Skipping via Reconfigurable CMOS Image Sensors0
Transient Adversarial 3D Projection Attacks on Object Detection in Autonomous Driving0
AgRegNet: A Deep Regression Network for Flower and Fruit Density Estimation, Localization, and Counting in Orchards0
Pix2Next: Leveraging Vision Foundation Models for RGB to NIR Image TranslationCode1
EventHDR: from Event to High-Speed HDR Videos and Beyond0
Source-Free Domain Adaptation for YOLO Object DetectionCode2
BitQ: Tailoring Block Floating Point Precision for Improved DNN Efficiency on Resource-Constrained DevicesCode1
XAI-guided Insulator Anomaly Detection for Imbalanced Datasets0
Benchmarking Deep Learning Models for Object Detection on Edge Computing Devices0
Stochastic Subsampling With Average Pooling0
TSBP: Improving Object Detection in Histology Images via Test-time Self-guided Bounding-box PropagationCode0
UICE-MIRNet guided image enhancement for underwater object detection0
Real-Time Detection of Electronic Components in Waste Printed Circuit Boards: A Transformer-Based Approach0
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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