SOTAVerified

Object Detection

Papers

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Showing 3241–3250 of 10957 papers

TitleStatusHype
A Region-Based Deep Learning Approach to Automated Retail Checkout—0
Adversarial Defense Teacher for Cross-Domain Object Detection under Poor Visibility Conditions—0
CO2: Consistent Contrast for Unsupervised Visual Representation Learning—0
RenderBender: A Survey on Adversarial Attacks Using Differentiable Rendering—0
A Recurrent YOLOv8-based framework for Event-Based Object Detection—0
A Classification Leveraged Object Detector—0
Domain penalisation for improved Out-of-Distribution Generalisation—0
CNN-transformer mixed model for object detection—0
CNN-based Two-Stage Parking Slot Detection Using Region-Specific Multi-Scale Feature Extraction—0
CNN-based RGB-D Salient Object Detection: Learn, Select and Fuse—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