HyperAI超神経
ホームニュース最新論文チュートリアルデータセット百科事典SOTALLMモデルGPU ランキング学会
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HyperAI超神経

Anomaly Detection On Leave One Class Out 1

評価指標

AUROC

評価結果

このベンチマークにおける各モデルのパフォーマンス結果

モデル名
AUROC
Paper TitleRepository
CLIP (zero shot)97.8Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
Binary Cross Entropy (OE)88.2Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
BCE-CLIP (OE)99.3Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
DSAD88.8Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
DSVDD49.7Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
HSC (OE)88.3Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
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