SOTAVerified

Object Detection

Papers

Showing 531540 of 10957 papers

TitleStatusHype
Deep PCB To COCO ConvertorCode2
Detect Everything with Few ExamplesCode2
DEYO: DETR with YOLO for End-to-End Object DetectionCode2
Binary Neural Networks: A SurveyCode2
ALBench: A Framework for Evaluating Active Learning in Object DetectionCode2
Detecting Everything in the Open World: Towards Universal Object DetectionCode2
DAT++: Spatially Dynamic Vision Transformer with Deformable AttentionCode2
DetectoRS: Detecting Objects with Recursive Feature Pyramid and Switchable Atrous ConvolutionCode2
Dataset QuantizationCode2
DATR: Unsupervised Domain Adaptive Detection Transformer with Dataset-Level Adaptation and Prototypical AlignmentCode2
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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