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Benchmarks
Natural Language Inference on QNLI few-shot zero-shot
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71.6
Accuracy
RETROPROMPT
35.096
44.573
54.05
63.527
May 29, 2022
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
RETROPROMPT
shots=16
2022.05
71.6
LM-BFF
shots=16, demonstratio...
2022.05
69.2
LM-BFF
shots=16, demonstratio...
2022.05
64.6
RETROPROMPT
shots=4
2022.05
62.2
LM-BFF
shots=4, demonstration...
2022.05
61.7
KPT
shots=16, extra_knowle...
2022.05
61.5
LM-BFF
shots=4, demonstration...
2022.05
61.1
Fine-Tuning
shots=16
2022.05
60.2
KPT
shots=4, extra_knowled...
2022.05
59.2
RETROPROMPT
shots=0
2022.05
56.2
KPT
shots=0, extra_knowled...
2022.05
55.3
Fine-Tuning
shots=4
2022.05
54.2
LM-BFF
shots=0, demonstration...
2022.05
53.5
LM-BFF
shots=0, demonstration...
2022.05
50.5
Fine-Tuning
shots=0
2022.05
49.5
LOTClass
shots=0, training_on_u...
2022.05
36.5
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