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ホームニュース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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Anomaly Detection On Leave One Class Out

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)92.2Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
DSVDD52.2Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
DSAD84.2Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
BCE-CLIP98.4Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
HSC84.8Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
Binary Cross Entropy (OE)86.6Exposing Outlier Exposure: What Can Be Learned From Few, One, and Zero Outlier Images
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