SOTAVerified

Object Detection

Papers

Showing 26812690 of 10957 papers

TitleStatusHype
DeGPR: Deep Guided Posterior Regularization for Multi-Class Cell Detection and CountingCode1
Dense Attention Fluid Network for Salient Object Detection in Optical Remote Sensing ImagesCode1
EAS-SNN: End-to-End Adaptive Sampling and Representation for Event-based Detection with Recurrent Spiking Neural NetworksCode1
Edge-guided Multi-domain RGB-to-TIR image Translation for Training Vision Tasks with Challenging LabelsCode1
Bag of Tricks for Image Classification with Convolutional Neural NetworksCode1
Delving into Localization Errors for Monocular 3D Object DetectionCode1
Efficient and Information-Preserving Future Frame Prediction and BeyondCode1
DetToolChain: A New Prompting Paradigm to Unleash Detection Ability of MLLMCode1
MS3D: Leveraging Multiple Detectors for Unsupervised Domain Adaptation in 3D Object DetectionCode1
Efficient Object Detection in Autonomous Driving using Spiking Neural Networks: Performance, Energy Consumption Analysis, and Insights into Open-set Object DiscoveryCode1
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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