SOTAVerified

Object Detection

Papers

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Showing 3531–3540 of 10957 papers

TitleStatusHype
Finding Dino: A plug-and-play framework for unsupervised detection of out-of-distribution objects using prototypes—0
Fire Detection From Image and Video Using YOLOv5—0
CAT: LoCalization and IdentificAtion Cascade Detection Transformer for Open-World Object Detection—0
EffiPerception: an Efficient Framework for Various Perception Tasks—0
CAT: Learning to Collaborate Channel and Spatial Attention from Multi-Information Fusion—0
End-to-end optimized image compression for multiple machine tasks—0
End-to-End Optimized Image Compression with the Frequency-Oriented Transform—0
Ad Lingua: Text Classification Improves Symbolism Prediction in Image Advertisements—0
End-to-end Semantic Object Detection with Cross-Modal Alignment—0
Efficient Visual Fault Detection for Freight Train Braking System via Heterogeneous Self Distillation in the Wild—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