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Benchmarks
Cascading Dialogue Success on ABCD (test)
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90.5
Intent Accuracy
ABCD Ensemble
85.508
86.804
88.1
89.396
May 24, 2022
Intent Accuracy
Next Step Success
Slot Filling Accuracy
Value Extraction Accuracy
Recall@1
Cross Entropy
Updated 4d ago
Evaluation Results
Method
Method
Links
Intent Accuracy
Next Step Success
Slot Filling Accuracy
Value Extraction Accuracy
Recall@1
Cross Entropy
ABCD Ensemble
Params=345M
2022.05
90.5
87.8
88.5
73.3
22.1
32.9
CDS-T5-Base
Params=220M
2022.05
86
99.6
87.2
77.3
49.5
41
CDS-T5-Small
Params=60M
2022.05
85.7
99.5
85.9
75.1
40.7
38.3
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