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ResearchFormerly WizWand

Intent Classification on Clinc150 cross-domain

93.5Average AccuracyLDS-PN
31.82847.83963.8579.861Feb 28, 2026
Updated 8mo ago

Evaluation results

MethodLinks
LDS-PNN-way=10-way, K-shot=5-shot2026.0293.5
ContrastNetN-way=10-way, K-shot=5-shot2026.0293.1
LDS-PNN-way=10-way, K-shot=1-shot2026.0293.1
ProtoVerbN-way=10-way, K-shot=5-shot2026.0292.4
LDS-PNN-way=15-way, K-shot=5-shot2026.0292.2
LDS-PNN-way=15-way, K-shot=1-shot2026.0291.3
ContrastNetN-way=15-way, K-shot=5-shot2026.0290.7
ProtoVerbN-way=15-way, K-shot=5-shot2026.0290
TARTN-way=10-way, K-shot=5-shot2026.0288.9
LaSAMLN-way=10-way, K-shot=5-shot2026.0288.3
AMGSN-way=10-way, K-shot=5-shot2026.0288.3
DCCLN-way=10-way, K-shot=5-shot2026.0288.3
ProtoVerbN-way=10-way, K-shot=1-shot2026.0287.6
MLADAN-way=10-way, K-shot=5-shot2026.0285.5
TARTN-way=15-way, K-shot=5-shot2026.0285.2
LaSAMLN-way=15-way, K-shot=5-shot2026.0284.9
ProtoVerbN-way=15-way, K-shot=1-shot2026.0284.4
DCCLN-way=15-way, K-shot=5-shot2026.0284.2
AMGSN-way=15-way, K-shot=5-shot2026.0284.1
ContrastNetN-way=10-way, K-shot=1-shot2026.0281.9
DS-FSLN-way=15-way, K-shot=5-shot2026.0279.7
DS-FSLN-way=10-way, K-shot=5-shot2026.0278.8
MLADAN-way=15-way, K-shot=5-shot2026.0277.8
LaSAMLN-way=10-way, K-shot=1-shot2026.0277.6
ContrastNetN-way=15-way, K-shot=1-shot2026.0275.2
LaSAMLN-way=15-way, K-shot=1-shot2026.0272.5
TARTN-way=10-way, K-shot=1-shot2026.0272.4
AMGSN-way=10-way, K-shot=1-shot2026.0269.2
TARTN-way=15-way, K-shot=1-shot2026.0267.5
MLADAN-way=10-way, K-shot=1-shot2026.0265.3
AMGSN-way=15-way, K-shot=1-shot2026.0262.1
PNN-way=10-way, K-shot=5-shot2026.0257.7
DS-FSLN-way=10-way, K-shot=1-shot2026.0255.6
DS-FSLN-way=15-way, K-shot=1-shot2026.0253.4
MLADAN-way=15-way, K-shot=1-shot2026.0251.8
PNN-way=15-way, K-shot=5-shot2026.0248.3
PNN-way=10-way, K-shot=1-shot2026.0242.6
PNN-way=15-way, K-shot=1-shot2026.0234.2