SOTAVerified

Object Detection

Papers

Showing 211220 of 10957 papers

TitleStatusHype
RF-DETR Object Detection vs YOLOv12 : A Study of Transformer-based and CNN-based Architectures for Single-Class and Multi-Class Greenfruit Detection in Complex Orchard Environments Under Label Ambiguity0
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling0
Perception Encoder: The best visual embeddings are not at the output of the networkCode8
VLLFL: A Vision-Language Model Based Lightweight Federated Learning Framework for Smart Agriculture0
Self-Supervised Pre-training with Combined Datasets for 3D Perception in Autonomous Driving0
RoPETR: Improving Temporal Camera-Only 3D Detection by Integrating Enhanced Rotary Position Embedding0
RADLER: Radar Object Detection Leveraging Semantic 3D City Models and Self-Supervised Radar-Image Learning0
Multimodal Spatio-temporal Graph Learning for Alignment-free RGBT Video Object Detection0
A Review of YOLOv12: Attention-Based Enhancements vs. Previous Versions0
pix2pockets: Shot Suggestions in 8-Ball Pool from a Single Image in the Wild0
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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