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Benchmarks
Modular Arithmetic (Simple) on Formal-language benchmark lengths 41-500 (test)
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100
Accuracy
RNN
21.168
41.634
62.1
82.566
May 16, 2026
Accuracy
Updated 16d ago
Evaluation Results
Method
Method
Links
Accuracy
RNN
2026.05
100
SRNN
Architecture=Stack-RNN
2026.05
100
TRNN
Architecture=Tape-RNN
2026.05
100
LSTM
2026.05
100
PR-LSTM
2026.05
99.7
Transformer
Architecture=encoder-only
2026.05
24.2
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