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Document Classification 벤치마크

Document Classification on BBCSport

12개 결과 · ⬇ CSV · JSON

Accuracy

95.18 96.28 97.39 98.49 99.59 2019-04 2026-09 ApproxRepSet — 95.73 (2019-04-03) ApproxRepSet — 95.73 (2019-04-03) ApproxRepSet — 95.73 (2019-04-03) MPAD-path — 99.59 (2019-08-17) MPAD-path — 99.59 (2019-08-17) MPAD-path — 99.59 (2019-08-17) REL-RWMD k-NN — 95.18 (2019-12-01) REL-RWMD k-NN — 95.18 (2019-12-01) REL-RWMD k-NN — 95.18 (2019-12-01) Orthogonalized Soft VSM — 97.73 (2020-03-10) Orthogonalized Soft VSM — 97.73 (2020-03-10) Orthogonalized Soft VSM — 97.73 (2020-03-10) ApproxRepSet — 95.73 (2019-04-03) MPAD-path — 99.59 (2019-08-17)
RankModel Accuracy PaperCodeYear
1 MPAD-path 99.59 Message Passing Attention Networks for Document Understanding giannisnik/mpad · Tixierae/gow_tools 2019
2 Orthogonalized Soft VSM 97.73 Text classification with word embedding regularization and soft similarity measure MIR-MU/regularized-embeddings 2020
3 ApproxRepSet 95.73 Rep the Set: Neural Networks for Learning Set Representations giannisnik/repset 2019
4 REL-RWMD k-NN 95.18 Speeding up Word Mover's Distance and its variants via properties of distances between embeddings matwerner/fast-wmd 2019
5 MPAD-path 99.59 Message Passing Attention Networks for Document Understanding giannisnik/mpad · Tixierae/gow_tools 2019
6 Orthogonalized Soft VSM 97.73 Text classification with word embedding regularization and soft similarity measure MIR-MU/regularized-embeddings 2020
7 ApproxRepSet 95.73 Rep the Set: Neural Networks for Learning Set Representations giannisnik/repset 2019
8 REL-RWMD k-NN 95.18 Speeding up Word Mover's Distance and its variants via properties of distances between embeddings matwerner/fast-wmd 2019
9 MPAD-path 99.59 Message Passing Attention Networks for Document Understanding giannisnik/mpad · Tixierae/gow_tools 2019
10 Orthogonalized Soft VSM 97.73 Text classification with word embedding regularization and soft similarity measure MIR-MU/regularized-embeddings 2020
11 ApproxRepSet 95.73 Rep the Set: Neural Networks for Learning Set Representations giannisnik/repset 2019
12 REL-RWMD k-NN 95.18 Speeding up Word Mover's Distance and its variants via properties of distances between embeddings matwerner/fast-wmd 2019
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