SOTAVerified

Object Detection

Papers

Showing 37213730 of 10957 papers

TitleStatusHype
Effects of Real-Life Traffic Sign Alteration on YOLOv7- an Object Recognition Model0
Vision-Language Models in Remote Sensing: Current Progress and Future TrendsCode1
Self-supervised dense representation learning for live-cell microscopy with time arrow predictionCode1
SegGPT Meets Co-Saliency Scene0
Robust Traffic Light Detection Using Salience-Sensitive Loss: Computational Framework and Evaluations0
PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point CloudsCode2
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive FieldsCode0
YOLOCS: Object Detection based on Dense Channel Compression for Feature Spatial Solidification0
Context-Aware Chart Element DetectionCode1
GAANet: Ghost Auto Anchor Network for Detecting Varying Size Drones in DarkCode0
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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