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Datasets
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SNIPS (50% known)
SNIPS (50% known)
Benchmarks
Intent Detection
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F1
Related Benchmarks
SNIPS
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Image Classification
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F1 Macro
SNIPS
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Intent Detection
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Accuracy
SNIPS
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Intent Discovery
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ARI
SNIPS
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Open Intent Discovery
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ACC
SNIPS
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Open Intent Discovery
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ARI
SNIPS
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Open Intent Discovery
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NMI
SNIPS
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Slot Filling
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F1
SNIPS
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Slot Filling
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F1 (1-shot) avg
SNIPS
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Slot Filling
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F1 (5-shot) avg
SNIPS
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Text Clustering
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ACC
SNIPS
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Text Clustering
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ARI
SNIPS
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Text Clustering
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NMI
SNIPS
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Zero-Shot Learning
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Accuracy
SNIPS (25% known)
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Intent Detection
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F1
SNIPS (75% known)
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Intent Detection
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F1
Snips-SmartLights
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Dialogue
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Accuracy (%)
Snips-SmartLights
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Dialogue Understanding
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Accuracy (%)
Snips-SmartLights
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Spoken Language Understanding
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Accuracy (%)
Snips-SmartSpeaker
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Dialogue
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Accuracy-EN (%)
Snips-SmartSpeaker
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Dialogue
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Accuracy-FR (%)
Snips-SmartSpeaker
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Dialogue Understanding
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Accuracy-EN (%)
Snips-SmartSpeaker
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Dialogue Understanding
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Accuracy-FR (%)
Snips-SmartSpeaker
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Spoken Language Understanding
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Accuracy-EN (%)
Snips-SmartSpeaker
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Spoken Language Understanding
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Accuracy-FR (%)