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ResearchFormerly WizWand

HMM symbol prediction

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

HMM 6-state family v1 (val)

Two-layer causal transformer

0.017Excess over Bayes

1

May 21, 2026

HMM 3-state v1 (val)

Two-layer causal transformer

0.005Excess over Bayes

1

May 21, 2026

HMM High-entropy v1 (val)

Two-layer causal transformer

0.001Excess over Bayes

1

May 21, 2026

HMM Persistent family v1 (val)

Two-layer causal transformer

0.029Excess over Bayes

1

May 21, 2026

HMM Ambiguous family v1 (val)

Two-layer causal transformer

0.003Excess over Bayes

1

May 21, 2026

HMM Easy v1 (val)

Two-layer causal transformer

2.7Excess over Bayes

1

May 21, 2026