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

Token-level Reconstruction research benchmarks · SOTA2 Research

Token-level Reconstruction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

High-entropy random token sequences Full-OOD

87M parameter Transformer Autoencoder

57Reconstruction Accuracy (TRA)

1

Feb 26, 2026

Salesforce/wikitext-103 Semi-OOD (val)

87M parameter Transformer Autoencoder

47.76Reconstruction Accuracy (TRA)

1

Feb 26, 2026

codeparrot-clean In-Domain (val)

87M parameter Transformer Autoencoder

99.47Reconstruction Accuracy (TRA)

1

Feb 26, 2026

Popular datasets

WikiText-103 CODEPARROT High-entropy random token sequences

Follow for updates

Join SOTA2 Contact