SOTAVerified

Object Detection

Papers

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Showing 1191–1200 of 10957 papers

TitleStatusHype
Low-Light Enhancement Effect on Classification and Detection: An Empirical Study—0
Enhancing LLM-based Autonomous Driving Agents to Mitigate Perception Attacks—0
MSDet: Receptive Field Enhanced Multiscale Detection for Tiny Pulmonary NoduleCode1
Deep Learning and Machine Learning, Advancing Big Data Analytics and Management: Tensorflow Pretrained Models—0
Time and Tokens: Benchmarking End-to-End Speech Dysfluency Detection—0
Morphological Detection and Classification of Microplastics and Nanoplastics Emerged from Consumer Products by Deep Learning—0
A Bottom-Up Approach to Class-Agnostic Image Segmentation—0
Robust Salient Object Detection on Compressed Images Using Convolutional Neural Networks—0
Interpretable Action Recognition on Hard to Classify Actions—0
Frequency-Guided Spatial Adaptation for Camouflaged Object Detection—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