SOTAVerified

Object Detection

Papers

Showing 12411250 of 10957 papers

TitleStatusHype
CST-YOLO: A Novel Method for Blood Cell Detection Based on Improved YOLOv7 and CNN-Swin TransformerCode1
Cross-modal transformers for infrared and visible image fusionCode1
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object DetectionCode1
A Gated Cross-domain Collaborative Network for Underwater Object DetectionCode1
DesCo: Learning Object Recognition with Rich Language DescriptionsCode1
Towards Reliable Evaluation and Fast Training of Robust Semantic Segmentation ModelsCode1
Iterative Scale-Up ExpansionIoU and Deep Features Association for Multi-Object Tracking in SportsCode1
Inter-Instance Similarity Modeling for Contrastive LearningCode1
A systematic approach to deep learning-based nodule detection in chest radiographsCode1
CrossKD: Cross-Head Knowledge Distillation for Object DetectionCode1
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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