SOTAVerified

Object Detection

Papers

Showing 21812190 of 10957 papers

TitleStatusHype
Aedes aegypti Egg Counting with Neural Networks for Object Detection0
TaskCLIP: Extend Large Vision-Language Model for Task Oriented Object Detection0
Mondrian: On-Device High-Performance Video Analytics with Compressive Packed Inference0
PeLK: Parameter-efficient Large Kernel ConvNets with Peripheral Convolution0
JSTR: Joint Spatio-Temporal Reasoning for Event-based Moving Object Detection0
SparseLIF: High-Performance Sparse LiDAR-Camera Fusion for 3D Object Detection0
Adaptive Bounding Box Uncertainties via Two-Step Conformal PredictionCode1
A Survey of Vision Transformers in Autonomous Driving: Current Trends and Future Directions0
Eliminating Cross-modal Conflicts in BEV Space for LiDAR-Camera 3D Object DetectionCode0
Inception-YOLO: Computational cost and accuracy improvement of the YOLOv5 model based on employing modified CSP, SPPF, and inception modules0
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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