SOTAVerified

Object Detection

Papers

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Showing 1051–1075 of 10957 papers

TitleStatusHype
Syn2Real Domain Generalization for Underwater Mine-like Object Detection Using Side-Scan Sonar—0
Fusion from Decomposition: A Self-Supervised Approach for Image Fusion and Beyond—0
Feature Augmentation for Self-supervised Contrastive Learning: A Closer Look—0
Context-Infused Visual Grounding for ArtCode0
Cocoon: Robust Multi-Modal Perception with Uncertainty-Aware Sensor Fusion—0
Optimizing YOLOv5s Object Detection through Knowledge Distillation algorithm—0
MambaBEV: An efficient 3D detection model with Mamba2—0
Real-time Stereo-based 3D Object Detection for Streaming PerceptionCode1
SAM-Guided Masked Token Prediction for 3D Scene Understanding—0
Mixture of Scale Experts for Alignment-free RGBT Video Object Detection and A Unified Benchmark—0
Open World Object Detection: A SurveyCode2
Multiview Scene GraphCode2
CVCP-Fusion: On Implicit Depth Estimation for 3D Bounding Box PredictionCode0
Representation Similarity: A Better Guidance of DNN Layer Sharing for Edge Computing without Training—0
POLO -- Point-based, multi-class animal detection—0
YOLO-ELA: Efficient Local Attention Modeling for High-Performance Real-Time Insulator Defect Detection—0
TEOcc: Radar-camera Multi-modal Occupancy Prediction via Temporal EnhancementCode1
Fractal Calibration for long-tailed object detectionCode0
SeaDATE: Remedy Dual-Attention Transformer with Semantic Alignment via Contrast Learning for Multimodal Object Detection—0
Developing Gridded Emission Inventory from High-Resolution Satellite Object Detection for Improved Air Quality Forecasts—0
UAV3D: A Large-scale 3D Perception Benchmark for Unmanned Aerial Vehicles—0
ROSAR: An Adversarial Re-Training Framework for Robust Side-Scan Sonar Object DetectionCode0
Out-of-Bounding-Box Triggers: A Stealthy Approach to Cheat Object DetectorsCode0
Learning to Ground VLMs without Forgetting—0
ROA-BEV: 2D Region-Oriented Attention for BEV-based 3D Object—0
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All datasetsCOCO test-devCOCO minivalCOCO-OCOCO 2017 valPASCAL VOC 2007COCO 2017CrowdHuman (full body)CPPE-5LVIS v1.0 valManga109-s 15testPKU-DDD17-CarWaymo 2D detection all_ns f0val

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Co-DETRbox mAP66—Unverified
2InternImage-H (M3I Pre-training)box mAP65.5—Unverified
3M3I Pre-training (InternImage-H)box mAP65.4—Unverified
4MoCaEbox mAP65.1—Unverified
5Co-DETR (Swin-L)box mAP64.8—Unverified
6Focal-Stable-DINO (Focal-Huge, no TTA)box mAP64.8—Unverified
7EVAbox mAP64.7—Unverified
8Group DETR v2box mAP64.5—Unverified
9FocalNet-H (DINO)box mAP64.4—Unverified
10InternImage-XLbox mAP64.3—Unverified