# EWT

Source: [EWT](<https://www.sota2.com/research/dataset/ewt>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.

## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Summarization on NEWTS](<https://www.sota2.com/research/sota/summarization-on-newts.md>): Summarization; NEWTS.

- [Symbolic Regression on Newton-Liepnik rho = 2% (test)](<https://www.sota2.com/research/sota/symbolic-regression-on-newton-liepnik-rho-2-percent-test.md>): Symbolic Regression; Newton-Liepnik rho = 2% (test).

- [Summarization on NEWTS (Macro-F1)](<https://www.sota2.com/research/sota/summarization-on-newts-macro-f1.md>): Summarization; NEWTS.

- [Semantic Differentiation on NEWTS (Wasserstein distribution distance)](<https://www.sota2.com/research/sota/semantic-differentiation-on-newts-wasserstein-distribution-distance.md>): Semantic Differentiation; NEWTS.

- [Multiclass Classification on newthyroid2](<https://www.sota2.com/research/sota/multiclass-classification-on-newthyroid2.md>): Multiclass Classification; newthyroid2.

- [Multiclass Classification on newthyroid 1 (Weighted F1-score, Rank)](<https://www.sota2.com/research/sota/multiclass-classification-on-newthyroid-1-weighted-f1-score-rank.md>): Multiclass Classification; newthyroid 1.

- [Multiclass Classification on newthyroid](<https://www.sota2.com/research/sota/multiclass-classification-on-newthyroid.md>): Multiclass Classification; newthyroid.

- [Multiclass imbalanced classification on newthyroid 2 (AUC)](<https://www.sota2.com/research/sota/multiclass-imbalanced-classification-on-newthyroid-2-auc.md>): Multiclass imbalanced classification; newthyroid 2.

- [Multiclass imbalanced classification on newthyroid 1 (AUC)](<https://www.sota2.com/research/sota/multiclass-imbalanced-classification-on-newthyroid-1-auc.md>): Multiclass imbalanced classification; newthyroid 1.

- [Multiclass imbalanced classification on newthyroid (AUC)](<https://www.sota2.com/research/sota/multiclass-imbalanced-classification-on-newthyroid-auc.md>): Multiclass imbalanced classification; newthyroid.

- [Multiclass imbalanced classification on newthyroid 2 (Accuracy, Rank)](<https://www.sota2.com/research/sota/multiclass-imbalanced-classification-on-newthyroid-2-accuracy-rank.md>): Multiclass imbalanced classification; newthyroid 2.

- [Multiclass imbalanced classification on newthyroid1](<https://www.sota2.com/research/sota/multiclass-imbalanced-classification-on-newthyroid1.md>): Multiclass imbalanced classification; newthyroid1.

- [Multiclass imbalanced classification on newthyroid (Accuracy, Rank)](<https://www.sota2.com/research/sota/multiclass-imbalanced-classification-on-newthyroid-accuracy-rank.md>): Multiclass imbalanced classification; newthyroid.

- [Multiclass Imbalanced Classification on newthyroid 2](<https://www.sota2.com/research/sota/multiclass-imbalanced-classification-on-newthyroid-2.md>): Multiclass Imbalanced Classification; newthyroid 2.

- [Multiclass Imbalanced Classification on newthyroid 1](<https://www.sota2.com/research/sota/multiclass-imbalanced-classification-on-newthyroid-1.md>): Multiclass Imbalanced Classification; newthyroid 1.

- [Multiclass Imbalanced Classification on newthyroid](<https://www.sota2.com/research/sota/multiclass-imbalanced-classification-on-newthyroid.md>): Multiclass Imbalanced Classification; newthyroid.

- [Part-of-Speech Tagging on EWT (test)](<https://www.sota2.com/research/sota/part-of-speech-tagging-on-ewt-test.md>): Part-of-Speech Tagging; EWT (test).

- [Part-of-Speech Tagging on UD EWT](<https://www.sota2.com/research/sota/part-of-speech-tagging-on-ud-ewt.md>): Part-of-Speech Tagging; UD EWT.

- [Symbolic Regression on NewtonBench Overall](<https://www.sota2.com/research/sota/symbolic-regression-on-newtonbench-overall.md>): Symbolic Regression; NewtonBench Overall.

- [Symbolic Regression on NewtonBench Hard](<https://www.sota2.com/research/sota/symbolic-regression-on-newtonbench-hard.md>): Symbolic Regression; NewtonBench Hard.

- [Symbolic Regression on NewtonBench Medium](<https://www.sota2.com/research/sota/symbolic-regression-on-newtonbench-medium.md>): Symbolic Regression; NewtonBench Medium.

- [Symbolic Regression on NewtonBench Easy](<https://www.sota2.com/research/sota/symbolic-regression-on-newtonbench-easy.md>): Symbolic Regression; NewtonBench Easy.

- [Dependency Parsing on English EWT treebank (test)](<https://www.sota2.com/research/sota/dependency-parsing-on-english-ewt-treebank-test.md>): Universal Dependencies; English EWT treebank Universal Dependencies (test).

- [Morpho-syntactic Parsing on Universal Dependencies English en-ewt (test)](<https://www.sota2.com/research/sota/morpho-syntactic-parsing-on-universal-dependencies-english-en-ewt-test.md>): Morpho-syntactic Parsing; Universal Dependencies English en-ewt (test).

- [Universal Dependencies NLP Pipeline on Universal Dependencies English-EWT v2.5 (test)](<https://www.sota2.com/research/sota/universal-dependencies-nlp-pipeline-on-universal-dependencies-english-ewt-v2-5-test.md>): Universal Dependencies NLP Pipeline; Universal Dependencies English-EWT v2.5 (test).

- [Universal Dependency Parsing on English EWT v2.2 (test)](<https://www.sota2.com/research/sota/universal-dependency-parsing-on-english-ewt-v2-2-test.md>): Universal Dependency Parsing; English EWT v2.2 (test).

- [Material Estimation on PAC-NeRF Non-Newtonian](<https://www.sota2.com/research/sota/material-estimation-on-pac-nerf-non-newtonian.md>): Material Estimation; PAC-NeRF Non-Newtonian.

- [Future Prediction on PAC-NeRF Non-Newtonian](<https://www.sota2.com/research/sota/future-prediction-on-pac-nerf-non-newtonian.md>): Future Prediction; PAC-NeRF Non-Newtonian.

- [Material Estimation on PAC-NeRF Newtonian](<https://www.sota2.com/research/sota/material-estimation-on-pac-nerf-newtonian.md>): Material Estimation; PAC-NeRF Newtonian.

- [Future Prediction on PAC-NeRF Newtonian](<https://www.sota2.com/research/sota/future-prediction-on-pac-nerf-newtonian.md>): Future Prediction; PAC-NeRF Newtonian.

- [Algorithm Discovery on Logistic regression instances curriculum Newton Sketch](<https://www.sota2.com/research/sota/algorithm-discovery-on-logistic-regression-instances-curriculum-newton-sketch.md>): Algorithm Discovery; Logistic regression instances curriculum Newton Sketch.

- [Dependency Parsing on UD EWT (test)](<https://www.sota2.com/research/sota/dependency-parsing-on-ud-ewt-test.md>): Dependency Parsing; UD EWT (test).

- [Dependency Parsing on UD EWT (dev)](<https://www.sota2.com/research/sota/dependency-parsing-on-ud-ewt-dev.md>): Dependency Parsing; UD EWT (dev).

- [Part-of-Speech Tagging Throughput on EWT (test)](<https://www.sota2.com/research/sota/part-of-speech-tagging-throughput-on-ewt-test.md>): Part-of-speech tagging; EWT (test).

- [Neural Pipeline on Universal Dependencies English-EWT 2.5 (test)](<https://www.sota2.com/research/sota/neural-pipeline-on-universal-dependencies-english-ewt-2-5-test.md>): Neural Pipeline; Universal Dependencies English-EWT 2.5 (test).

- [Formula Selection on DFA-TPS Newtonian Theory (test)](<https://www.sota2.com/research/sota/formula-selection-on-dfa-tps-newtonian-theory-test.md>): Formula Selection; DFA-TPS Newtonian Theory (test).

- [Dependency Parsing on en ewt CoNLL 2018 Shared Task (test)](<https://www.sota2.com/research/sota/dependency-parsing-on-en-ewt-conll-2018-shared-task-test.md>): Dependency Parsing; en ewt CoNLL 2018 Shared Task (test).