SOTAVerified

Object Detection

Papers

Showing 16111620 of 10957 papers

TitleStatusHype
Similarity Distance-Based Label Assignment for Tiny Object DetectionCode1
Multi-Grained Contrast for Data-Efficient Unsupervised Representation LearningCode1
Comprehensive Performance Evaluation of YOLO11, YOLOv10, YOLOv9 and YOLOv8 on Detecting and Counting Fruitlet in Complex Orchard Environments0
GSO-YOLO: Global Stability Optimization YOLO for Construction Site Detection0
Scarecrow monitoring system:employing mobilenet ssd for enhanced animal supervision0
Eliminating Position Bias of Language Models: A Mechanistic ApproachCode1
Cross-Architecture Auxiliary Feature Space Translation for Efficient Few-Shot Personalized Object Detection0
SOOD++: Leveraging Unlabeled Data to Boost Oriented Object DetectionCode2
Formal Verification of Deep Neural Networks for Object Detection0
DroBoost: An Intelligent Score and Model Boosting Method for Drone Detection0
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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