ML Research Wiki / Benchmarks / Out-of-Distribution Detection / 20 Newsgroups

20 Newsgroups

Out-of-Distribution Detection Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: AUROC

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Model	Paper	AUROC	Date	Actions
2-Layered GRU	An Effective Baseline for Robustness to Distribut…	99.60	2021-05-15
2-layer GRUs + OECC	Outlier Exposure with Confidence Control for Out-…	99.18	2019-06-08

Rank	Model	Paper	AUROC	Date	Code
1	2-Layered GRU 📚	An Effective Baseline for Robustness to Distributional Shift	99.60	2021-05-15	📦 Sushil-Thapa/Abstention-OoD
2	2-layer GRUs + OECC 📚	Outlier Exposure with Confidence Control for Out-of-Distribution Detection	99.18	2019-06-08	📦 nazim1021/OOD-detection-using-OECC

2021

2-Layered GRU

Sushil-Thapa/Abstention-OoD

2019

2-layer GRUs + OECC

nazim1021/OOD-detection-using-OECC