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Modular Arithmetic on Formal-language benchmark lengths 41-500 (test)
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96.1
Accuracy
SRNN
29.956
47.128
64.3
81.472
May 16, 2026
Accuracy
Updated 2mo ago
Evaluation Results
Method
Method
Links
Accuracy
SRNN
Architecture=Stack-RNN
2026.05
96.1
TRNN
Architecture=Tape-RNN
2026.05
95.4
LSTM
2026.05
59.2
RNN
2026.05
41.3
PR-LSTM
2026.05
36.4
Transformer
Architecture=encoder-only
2026.05
32.5
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