ML Research Wiki / Benchmarks / Anomaly Detection / PAD Dataset

PAD Dataset

Anomaly Detection Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: Detection AUROC

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Model	Paper	Detection AUROC	Date	Actions
SplatPose	SplatPose & Detect: Pose-Agnostic 3D Anomaly Dete…	93.90	2024-04-10
OmniposeAD	PAD: A Dataset and Benchmark for Pose-agnostic An…	90.90	2023-10-11

Rank	Model	Paper	Detection AUROC	Date	Code
1	SplatPose	SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection	93.90	2024-04-10	📦 m-kruse98/splatpose
2	OmniposeAD	PAD: A Dataset and Benchmark for Pose-agnostic Anomaly Detection	90.90	2023-10-11	📦 ericlee0224/pad

2024

SplatPose

m-kruse98/splatpose

2023

OmniposeAD

ericlee0224/pad