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ResearchFormerly WizWand

Open Intent Detection on StackOverflow_CG (test)

78.57F1 (IND)DA-ADB
50.54257.818565.09572.3715Aug 25, 2023
Updated 8mo ago

Evaluation results

MethodLinks
DA-ADBKnown intent ratio=75%2023.0878.5765.877.7774.51
DA-ADB+GPTAUG-WP10Known intent ratio=75%2023.0877.7760.6276.772.52
DA-ADB+GPTAUG-F4Known intent ratio=75%2023.0876.8760.7975.8671.51
ADBKnown intent ratio=75%2023.0876.1361.5675.2271.58
DA-ADBKnown intent ratio=50%2023.0875.9781.7576.4979.14
ADB+GPTAUG-F4Known intent ratio=75%2023.0875.7261.6874.8471.08
ADB+GPTAUG-F10Known intent ratio=75%2023.0875.3561.1574.4670.61
ADB+GPTAUG-WP10Known intent ratio=75%2023.0873.8649.9272.3767.67
DA-ADB+GPTAUG-F10Known intent ratio=75%2023.0873.6554.8172.4868.1
DA-ADB+GPTAUG-F4Known intent ratio=50%2023.0872.2874.0772.4473.88
ADB+GPTAUG-F4Known intent ratio=50%2023.0871.5877.0372.0874.37
ADBKnown intent ratio=50%2023.0871.4576.1471.8873.58
ADB+GPTAUG-F10Known intent ratio=50%2023.0870.9777.5671.5774.52
DA-ADB+GPTAUG-F10Known intent ratio=50%2023.0870.3274.7870.7273.27
DA-ADB+GPTAUG-WP10Known intent ratio=50%2023.0869.9164.5869.4366.65
ADB+GPTAUG-WP10Known intent ratio=50%2023.0867.0464.1366.7865.37
DA-ADBKnown intent ratio=25%2023.0862.3284.8466.0877.68
ADB+GPTAUG-F4Known intent ratio=25%2023.0860.9482.6264.5575.32
DA-ADB+GPTAUG-F4Known intent ratio=25%2023.0859.9778.0362.9870.79
DA-ADB+GPTAUG-F10Known intent ratio=25%2023.0859.8275.3162.470.1
ADB+GPTAUG-F10Known intent ratio=25%2023.0858.9980.3462.5572.66
ADBKnown intent ratio=25%2023.0858.3779.0461.8271.35
DA-ADB+GPTAUG-WP10Known intent ratio=25%2023.0854.6164.8756.3259.22
ADB+GPTAUG-WP10Known intent ratio=25%2023.0851.6263.5453.656.17