SOTAVerified

Object Detection

Papers

Showing 38513875 of 10957 papers

TitleStatusHype
Part-Whole Relational Fusion Towards Multi-Modal Scene UnderstandingCode0
Multi-Source Spatial Knowledge Understanding for Immersive Visual Text-to-SpeechCode0
Enhancing In-vehicle Multiple Object Tracking Systems with Embeddable Ising Machines0
MultiOrg: A Multi-rater Organoid-detection Dataset0
LUDVIG: Learning-free Uplifting of 2D Visual features to Gaussian Splatting scenes0
Deep Generic Dynamic Object Detection Based on Dynamic Grid Maps0
Comparing Surface Landmine Object Detection Models on a New Drone Flyby Dataset0
Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring0
Accelerating Object Detection with YOLOv4 for Real-Time Applications0
RemoteDet-Mamba: A Hybrid Mamba-CNN Network for Multi-modal Object Detection in Remote Sensing Images0
MambaBEV: An efficient 3D detection model with Mamba20
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look0
Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion0
Syn2Real Domain Generalization for Underwater Mine-like Object Detection Using Side-Scan Sonar0
Mixture of Scale Experts for Alignment-free RGBT Video Object Detection and A Unified Benchmark0
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond0
SAM-Guided Masked Token Prediction for 3D Scene Understanding0
Optimizing YOLOv5s Object Detection through Knowledge Distillation algorithm0
Context-Infused Visual Grounding for ArtCode0
POLO -- Point-based, multi-class animal detection0
YOLO-ELA: Efficient Local Attention Modeling for High-Performance Real-Time Insulator Defect Detection0
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection0
Representation Similarity: A Better Guidance of DNN Layer Sharing for Edge Computing without Training0
Fractal Calibration for long-tailed object detectionCode0
CVCP-Fusion: On Implicit Depth Estimation for 3D Bounding Box PredictionCode0
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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