SOTAVerified

Object Detection

Papers

Showing 17011710 of 10957 papers

TitleStatusHype
YOLO11 to Its Genesis: A Decadal and Comprehensive Review of The You Only Look Once (YOLO) Series0
I Don't Know You, But I Can Catch You: Real-Time Defense against Diverse Adversarial Patches for Object Detectors0
MWIRSTD: A MWIR Small Target Detection DatasetCode1
CT3D++: Improving 3D Object Detection with Keypoint-induced Channel-wise TransformerCode0
Dataset Enhancement with Instance-Level AugmentationsCode1
Transformation-Dependent Adversarial Attacks0
Sense Less, Generate More: Pre-training LiDAR Perception with Masked Autoencoders for Ultra-Efficient 3D SensingCode0
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image FusionCode0
Advancing Roadway Sign Detection with YOLO Models and Transfer Learning0
A Deep Learning Approach to Detect Complete Safety Equipment For Construction Workers Based On YOLOv70
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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