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Document Classification 벤치마크

Document Classification on Twitter

9개 결과 · ⬇ CSV · JSON

Accuracy

69.21 70.06 70.91 71.75 72.6 2019-04 2026-09 ApproxRepSet — 72.6 (2019-04-03) ApproxRepSet — 72.6 (2019-04-03) ApproxRepSet — 72.6 (2019-04-03) REL-RWMD k-NN — 71.05 (2019-12-01) REL-RWMD k-NN — 71.05 (2019-12-01) REL-RWMD k-NN — 71.05 (2019-12-01) Orthogonalized Soft VSM — 69.21 (2020-03-10) Orthogonalized Soft VSM — 69.21 (2020-03-10) Orthogonalized Soft VSM — 69.21 (2020-03-10) ApproxRepSet — 72.6 (2019-04-03)
RankModel Accuracy PaperCodeYear
1 ApproxRepSet 72.6 Rep the Set: Neural Networks for Learning Set Representations giannisnik/repset 2019
2 REL-RWMD k-NN 71.05 Speeding up Word Mover's Distance and its variants via properties of distances between embeddings matwerner/fast-wmd 2019
3 Orthogonalized Soft VSM 69.21 Text classification with word embedding regularization and soft similarity measure MIR-MU/regularized-embeddings 2020
4 ApproxRepSet 72.6 Rep the Set: Neural Networks for Learning Set Representations giannisnik/repset 2019
5 REL-RWMD k-NN 71.05 Speeding up Word Mover's Distance and its variants via properties of distances between embeddings matwerner/fast-wmd 2019
6 Orthogonalized Soft VSM 69.21 Text classification with word embedding regularization and soft similarity measure MIR-MU/regularized-embeddings 2020
7 ApproxRepSet 72.6 Rep the Set: Neural Networks for Learning Set Representations giannisnik/repset 2019
8 REL-RWMD k-NN 71.05 Speeding up Word Mover's Distance and its variants via properties of distances between embeddings matwerner/fast-wmd 2019
9 Orthogonalized Soft VSM 69.21 Text classification with word embedding regularization and soft similarity measure MIR-MU/regularized-embeddings 2020
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