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Out-of-scope Intent Detection on Banking77 (r=2.5% contamination, test)

0.818AUC2 (10% Subset)ZS
0.701520.731760.7620.79224May 30, 2024

Evaluation results

MethodLinks
ZSEncoder=MPNET, Contamination Ratio=2.5%2024.050.8180.8180.8180.818
ZSEncoder=MPNET, Contamination Ratio=7.5%2024.050.8180.8180.8180.818
ColdFusionEncoder=MPNET, Contamination Ratio=2.5%2024.050.8060.8170.8250.832
ColdFusionEncoder=MPNET, Contamination Ratio=7.5%2024.050.7990.8110.8180.826
ColdFusionEncoder=GTE, Contamination Ratio=2.5%2024.050.790.8090.8180.823
ZSEncoder=GTE, Contamination Ratio=2.5%2024.050.7890.7890.7890.789
ZSEncoder=GTE, Contamination Ratio=7.5%2024.050.7890.7890.7890.789
ColdFusionEncoder=GTE, Contamination Ratio=7.5%2024.050.7740.7890.7990.808
DN2Encoder=MPNET, Contamination Ratio=2.5%2024.050.7660.7910.8010.805
DN2Encoder=GTE, Contamination Ratio=2.5%2024.050.7460.7750.7880.792
DN2Encoder=MPNET, Contamination Ratio=7.5%2024.050.7230.7450.7530.753
DN2Encoder=GTE, Contamination Ratio=7.5%2024.050.7060.7250.7340.738