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ResearchFormerly WizWand

Synthetic Sequence Modeling on Synthetic Tasks Dataset (test)

100RecallLSTM

Evaluation results

Method	Links
LSTM2026.02		100	100	75	91.6
Mamba22026.02		100	80.7	72	84.2
Deltanet[-1,1]2026.02		100	89.2	78.2	89.2
Deltaproduct4[-1,1]2026.02		100	100	71.7	90.6
BD-LRU2026.02		100	96.2	76	90.8
BD-LRU2026.02		100	98	76.2	91.6
BD-LRU2026.02		100	98.3	78.5	92.2
BD-LRU2026.02		100	98.5	78.2	92.2
BD-LRU2026.02		100	98	77.5	91.8
BD-LRU2026.02		100	99.2	74.8	91.3
BD-LRU2026.02		100	99.8	72.5	90.7
H-LRU2026.02		100	85.5	77.2	87.6
H-LRU2026.02		100	84.5	77.5	87.3
H-LRU2026.02		100	83.8	77.5	87.1
H-LRU2026.02		100	81.8	77.5	86.4
H-LRU2026.02		100	81	76.8	85.9
H-LRU2026.02		100	68	70.5	79.5
H-LRU2026.02		99.8	85.5	77	87.4
H-LRU2026.02		78.5	84.8	76	79.7
BD-LRU2026.02		77.5	83.5	72.5	77.8