SOTAVerified

Object Detection

Papers

Showing 2650 of 10957 papers

TitleStatusHype
Class Agnostic Instance-level Descriptor for Visual Instance Search0
Can AI Dream of Unseen Galaxies? Conditional Diffusion Model for Galaxy Morphology AugmentationCode0
Retrospective Memory for Camouflaged Object Detection0
VisText-Mosquito: A Multimodal Dataset and Benchmark for AI-Based Mosquito Breeding Site Detection and ReasoningCode0
YOLOv11-RGBT: Towards a Comprehensive Single-Stage Multispectral Object Detection FrameworkCode4
Comparison of Two Methods for Stationary Incident Detection Based on Background Image0
How Real is CARLAs Dynamic Vision Sensor? A Study on the Sim-to-Real Gap in Traffic Object Detection0
Sparse Convolutional Recurrent Learning for Efficient Event-based Neuromorphic Object Detection0
UAV Object Detection and Positioning in a Mining Industrial Metaverse with Custom Geo-Referenced Data0
FindMeIfYouCan: Bringing Open Set metrics to near , far and farther Out-of-Distribution Object Detection0
Lecture Video Visual Objects (LVVO) Dataset: A Benchmark for Visual Object Detection in Educational VideosCode0
Focusing on Tracks for Online Multi-Object TrackingCode2
MatchPlant: An Open-Source Pipeline for UAV-Based Single-Plant Detection and Data ExtractionCode0
Vision-based Lifting of 2D Object Detections for Automated Driving0
Teleoperated Driving: a New Challenge for 3D Object Detection in Compressed Point Clouds0
FSATFusion: Frequency-Spatial Attention Transformer for Infrared and Visible Image FusionCode0
Improving Medical Visual Representation Learning with Pathological-level Cross-Modal Alignment and Correlation Exploration0
Semantic-decoupled Spatial Partition Guided Point-supervised Oriented Object DetectionCode1
Uncertainty-Masked Bernoulli Diffusion for Camouflaged Object Detection Refinement0
DySS: Dynamic Queries and State-Space Learning for Efficient 3D Object Detection from Multi-Camera Videos0
CEM-FBGTinyDet: Context-Enhanced Foreground Balance with Gradient Tuning for tiny Objects0
WD-DETR: Wavelet Denoising-Enhanced Real-Time Object Detection Transformer for Robot Perception with Event Cameras0
Data Augmentation For Small Object using Fast AutoAugment0
Hierarchical Neural Collapse Detection Transformer for Class Incremental Object Detection0
ADAM: Autonomous Discovery and Annotation Model using LLMs for Context-Aware Annotations0
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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