TST

Reported on 5 benchmarks across 2 tasks · 2 papers · 3 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Text SimplificationonPWKP / WikiSmall
SARI· 2021-03-08
44.67
SOTA
Text Simplification by Tagging arXiv:2103.05070
Text SimplificationonPWKP / WikiSmall
SARI (EASSE>=0.2.1)· 2021-03-08
44.67
SOTA
Text Simplification by Tagging arXiv:2103.05070
Text SimplificationonTurkCorpus
SARI (EASSE>=0.2.1)· 2021-03-08
41.46
best: 43.46 (GPT-175B (6 SARI-selected examples, high/low))
Text Simplification by Tagging arXiv:2103.05070
Text SimplificationonASSET
SARI (EASSE>=0.2.1)· 2021-03-08
43.21
best: 47.94 (GPT-175B (15 SARI-selected examples, random ordering))
Text Simplification by Tagging arXiv:2103.05070

Time Series1 result

Time Series ClassificationonInsectwingbeat
Accuracy· 2020-10-06
0.687
best: 0.7132 (ConvTran)
SOTA
A Transformer-based Framework for Multivariate Time Series Representation Learning arXiv:2010.02803