SOTAVerified

Object Detection

Papers

Showing 38913900 of 10957 papers

TitleStatusHype
Personalized Federated Learning with Local Attention0
A Comprehensive Review of YOLO Architectures in Computer Vision: From YOLOv1 to YOLOv8 and YOLO-NAS0
Q-DETR: An Efficient Low-Bit Quantized Detection TransformerCode1
Mask Hierarchical Features For Self-Supervised Learning0
Context-Aware Block Net for Small Object Detection0
Video text tracking for dense and small text based on pp-yoloe-r and sort algorithm0
STFAR: Improving Object Detection Robustness at Test-Time by Self-Training with Feature Alignment Regularization0
IC-FPS: Instance-Centroid Faster Point Sampling Module for 3D Point-base Object Detection0
EA-LSS: Edge-aware Lift-splat-shot Framework for 3D BEV Object DetectionCode2
INoD: Injected Noise Discriminator for Self-Supervised Representation Learning in Agricultural Fields0
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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