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Benchmarks
Paraphrase Identification on QQP (few-shot zero-shot)
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74
Accuracy
RETROPROMPT
29.904
41.352
52.8
64.248
May 29, 2022
Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
RETROPROMPT
shots=16
2022.05
74
KPT
shots=16, extra_knowle...
2022.05
71.6
LM-BFF
shots=16, demonstratio...
2022.05
68.2
RETROPROMPT
shots=4
2022.05
66.1
LM-BFF
shots=16, demonstratio...
2022.05
65.4
LM-BFF
shots=4, demonstration...
2022.05
63.2
Fine-Tuning
shots=16
2022.05
60.7
RETROPROMPT
shots=0
2022.05
56.7
LOTClass
shots=0, training_on_u...
2022.05
55.9
KPT
shots=4, extra_knowled...
2022.05
54.9
Fine-Tuning
shots=4
2022.05
52.8
LM-BFF
shots=0, demonstration...
2022.05
49.7
LM-BFF
shots=4, demonstration...
2022.05
48
KPT
shots=0, extra_knowled...
2022.05
47.5
LM-BFF
shots=0, demonstration...
2022.05
44
Fine-Tuning
shots=0
2022.05
31.6
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