ML Research Wiki / Benchmarks / Out-of-Distribution Detection / Fashion-MNIST

Fashion-MNIST

Out-of-Distribution Detection Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: AUROC

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Yellow rows = Pending edits Green rows = Pending new results

Model	Paper	AUROC	Date	Actions
PAE	Probabilistic Autoencoder	1.00	2020-06-09
LeNet + FSSD	Feature Space Singularity for Out-of-Distribution…	1.00	2020-11-30

Rank	Model	Paper	AUROC	Date	Code
1	PAE	Probabilistic Autoencoder	1.00	2020-06-09	📦 VMBoehm/PAE 📦 chrvt/denoising-normalizing-flow 📦 AI-for-Ocean-Science/ulmo 📦 vmboehm/pae-ablation
2	LeNet + FSSD	Feature Space Singularity for Out-of-Distribution Detection	1.00	2020-11-30	📦 megvii-research/FSSD_OoD_Detection

2020

PAE

VMBoehm/PAE chrvt/denoising-normalizing-flow

2020

LeNet + FSSD

megvii-research/FSSD_OoD_Detection