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Benchmarks
Natural Language Inference on MNLI (few-shot/zero-shot)
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71.1
Accuracy
RETROPROMPT
32.932
42.841
52.75
62.659
May 29, 2022
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
RETROPROMPT
shots=16
2022.05
71.1
LM-BFF
shots=16, demonstratio...
2022.05
64.8
LM-BFF
shots=16, demonstratio...
2022.05
64.3
KPT
shots=16, extra_knowle...
2022.05
61.4
RETROPROMPT
shots=4
2022.05
57.6
LM-BFF
shots=4, demonstration...
2022.05
56.1
KPT
shots=4, extra_knowled...
2022.05
53.7
RETROPROMPT
shots=0
2022.05
53.7
LM-BFF
shots=0, demonstration...
2022.05
52.2
LM-BFF
shots=4, demonstration...
2022.05
51
LOTClass
shots=0, training_on_u...
2022.05
50.4
LM-BFF
shots=0, demonstration...
2022.05
49.7
Fine-Tuning
shots=16
2022.05
45.8
KPT
shots=0, extra_knowled...
2022.05
37.1
Fine-Tuning
shots=4
2022.05
35
Fine-Tuning
shots=0
2022.05
34.4
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