SOTAVerified

Object Detection

Papers

Showing 110 of 10957 papers

TitleStatusHype
YOLOv9: Learning What You Want to Learn Using Programmable Gradient InformationCode16
YOLOv10: Real-Time End-to-End Object DetectionCode11
YOLO-World: Real-Time Open-Vocabulary Object DetectionCode9
LW-DETR: A Transformer Replacement to YOLO for Real-Time DetectionCode9
Perception Encoder: The best visual embeddings are not at the output of the networkCode8
DocLayNet: A Large Human-Annotated Dataset for Document-Layout AnalysisCode8
DETRs Beat YOLOs on Real-time Object DetectionCode8
T-Rex2: Towards Generic Object Detection via Text-Visual Prompt SynergyCode7
Visual-RFT: Visual Reinforcement Fine-TuningCode7
MambaOut: Do We Really Need Mamba for Vision?Code7
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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