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Benchmarks
Paraphrase Detection on QQP (dev)
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92.7
Accuracy
Megatron-3.9B
92.18
92.315
92.45
92.585
Sep 17, 2019
Accuracy
F1 Score
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Megatron-3.9B
trained tokens ratio=1...
2019.09
92.7
-
Megatron-1.3B
trained tokens ratio=1...
2019.09
92.6
-
XLNet
trained tokens ratio=2...
2019.09
92.3
-
Megatron-336M
trained tokens ratio=1...
2019.09
92.3
-
RoBERTa
trained tokens ratio=2...
2019.09
92.2
-
ALBERT
trained tokens ratio=3...
2019.09
92.2
-
Majority
Training Setting=Full...
2021.04
-
0
Fine-tuning
Training Setting=Full...
2021.04
-
89
EFL
Training Setting=Full...
2021.04
-
89.2
Fine-tuning
Training Setting=Few-s...
2021.04
-
58.8
LM-BFF
Training Setting=Few-s...
2021.04
-
68.2
EFL
Training Setting=Few-s...
2021.04
-
67.3
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