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ResearchFormerly WizWand

Open Intent Detection on OOS_CG (test)

55.99F1 (IND)ADB+GPTAUG-F4
28.523635.654342.78549.9157Aug 25, 2023
Updated 8mo ago

Evaluation results

MethodLinks
ADB+GPTAUG-F4Known intent ratio=75%2023.0855.9977.3656.1870.7
ADB+GPTAUG-F10Known intent ratio=75%2023.0855.6477.0455.8370.54
ADB+GPTAUG-F10Known intent ratio=50%2023.0855.485.5755.878.44
ADB+GPTAUG-F4Known intent ratio=50%2023.0855.3685.3955.7678.07
ADB+GPTAUG-WP10Known intent ratio=75%2023.0854.9175.7855.167.97
ADB+GPTAUG-F10Known intent ratio=25%2023.0854.2692.0755.2386.48
ADBKnown intent ratio=75%2023.0853.8776.2454.0768.33
ADB+GPTAUG-F4Known intent ratio=25%2023.0853.5491.9354.5286.23
ADB+GPTAUG-WP10Known intent ratio=50%2023.0853.2583.0653.6474.61
ADBKnown intent ratio=50%2023.0852.3283.9952.7375.66
ADBKnown intent ratio=25%2023.0849.1390.6550.1983.96
ADB+GPTAUG-WP10Known intent ratio=25%2023.0848.0388.5749.0780.83
DA-ADB+GPTAUG-F10Known intent ratio=25%2023.0844.291.7445.4285.7
DA-ADB+GPTAUG-F4Known intent ratio=25%2023.0843.9891.8545.2185.89
DA-ADB+GPTAUG-WP10Known intent ratio=25%2023.0843.1891.5544.4285.33
DA-ADB+GPTAUG-WP10Known intent ratio=50%2023.0840.2683.9940.8474.81
DA-ADB+GPTAUG-WP10Known intent ratio=75%2023.0840.2174.0740.5164.11
DA-ADB+GPTAUG-F10Known intent ratio=50%2023.0839.0283.9439.6174.9
DA-ADB+GPTAUG-F4Known intent ratio=50%2023.0838.858439.4574.96
DA-ADBKnown intent ratio=25%2023.0838.2791.739.6485.45
DA-ADB+GPTAUG-F10Known intent ratio=75%2023.0833.8172.4834.1562.04
DA-ADBKnown intent ratio=50%2023.0833.6683.3134.3173.37
DA-ADB+GPTAUG-F4Known intent ratio=75%2023.0833.572.433.8561.81
DA-ADBKnown intent ratio=75%2023.0829.5871.7629.9659.91