SOTAVerified

Object Detection

Papers

Showing 40014010 of 10957 papers

TitleStatusHype
A Novel Automation-Assisted Cervical Cancer Reading Method Based on Convolutional Neural Network0
Few-Shot Batch Incremental Road Object Detection via Detector Fusion0
Few-shot Class-incremental Learning for Classification and Object Detection: A Survey0
Few-Shot Domain Adaptive Object Detection for Microscopic Images0
Few-Shot Learning for Road Object Detection0
When Few-Shot Learning Meets Video Object Detection0
GLOW: Global Layout Aware Attacks on Object Detection0
Goal-driven text descriptions for images0
Few-Shot Object Detection: A Comprehensive Survey0
Edge Network-Assisted Real-Time Object Detection Framework for Autonomous Driving0
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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