SOTAVerified

Object Detection

Papers

Showing 29712980 of 10957 papers

TitleStatusHype
Black-box Explanation of Object Detectors via Saliency MapsCode1
Learning Remote Sensing Object Detection with Single Point SupervisionCode1
Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object DetectionCode1
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-based MixingCode1
DiffusionVID: Denoising Object Boxes with Spatio-temporal Conditioning for Video Object DetectionCode1
BlenDA: Domain Adaptive Object Detection through diffusion-based blendingCode1
An Efficient Method for Detecting Asphalt Pavement Cracks and Sealed Cracks Based on a Deep Data-Driven ModelCode1
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object DetectionCode1
BlendTorch: A Real-Time, Adaptive Domain Randomization LibraryCode1
Confluence: A Robust Non-IoU Alternative to Non-Maxima Suppression in Object DetectionCode1
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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