SOTAVerified

Object Detection

Papers

Showing 20212030 of 10957 papers

TitleStatusHype
Point Cloud Pre-Training With Natural 3D StructuresCode1
Hyperbolic Contrastive Learning for Visual Representations beyond ObjectsCode1
Attention Guided Cosine Margin For Overcoming Class-Imbalance in Few-Shot Road Object DetectionCode1
Attention-guided Context Feature Pyramid Network for Object DetectionCode1
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object DetectionCode1
I2V-GAN: Unpaired Infrared-to-Visible Video TranslationCode1
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology SlidesCode1
DARDet: A Dense Anchor-free Rotated Object Detector in Aerial ImagesCode1
Point-GCC: Universal Self-supervised 3D Scene Pre-training via Geometry-Color ContrastCode1
AIO-P: Expanding Neural Performance Predictors Beyond Image ClassificationCode1
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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