Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Sequence Generation research benchmarks · SOTA2 Research

Sequence Generation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sequence modeling Context Length 4096 (test)

8,203.82Throughput (TP)

12

Feb 26, 2026

Pfam Defensin_beta family

0.02KL Divergence (AA)

5

Mar 17, 2026

Pfam Pkinase family

stochastic attention

0.035KL Divergence (AA)

5

Mar 17, 2026

Pfam PDZ family

stochastic attention

0.038KL Divergence (AA)

5

Mar 17, 2026

Pfam zf-C2H2 family

0.007KL Divergence (AA)

5

Mar 17, 2026

Pfam Kunitz family

stochastic attention

0.013KL Divergence (AA)

5

Mar 17, 2026

stochastic attention

0.008KL Divergence (AA)

5

Mar 17, 2026

Pfam SH3 family

0.03KL Divergence (AA)

5

Mar 17, 2026

Pfam RRM family

stochastic attention

0.06KL Divergence (AA)

5

Mar 17, 2026

Synthetic Data Oracle LSTM (test)

8.736NLL

5

Feb 26, 2026

11.451NLL

4

Mar 24, 2026

Complex Transformer

2.234Cross Entropy Loss

3

Feb 26, 2026

MusicNet (test)

Complex Transformer

0.049BCE Loss

3

Feb 26, 2026

26Diversity

1

Feb 26, 2026

Popular datasets

Pfam Synthetic Data TCR MusicNet HighD

Follow for updates

Join SOTA2 Contact