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Document Classification
벤치마크
Document Classification on BBCSport
12개 결과 ·
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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)
2019-04-03 — ApproxRepSet: Accuracy 95.73
2019-08-17 — MPAD-path: Accuracy 99.59
Rank
Model
Accuracy
Paper
Code
Year
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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