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ResearchFormerly WizWand

Document Classification on MIND (test)

0.8251AccuracyHi-Transformer
0.8083560.8127030.817050.821397Jun 2, 2021Jun 15, 2021Jun 28, 2021Jul 11, 2021Jul 24, 2021Aug 6, 2021Aug 20, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Hi-Transformer2021.060.82510.6422
Poolingformer2021.080.82460.641
Fastformer2021.080.82340.6389
Linear Transformers2021.080.82250.6381
Linformer2021.080.82160.6377
BigBird2021.080.81930.6358
HI-BERT2021.060.81890.6363
BigBird2021.060.81810.6344
Longformer2021.060.81420.6268
Longformer2021.080.81360.6259
Transformermax sequence length=5122021.060.80960.5997
Transformer2021.080.8090.6002