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Case Decision Prediction on ILDC multi

77.84Macro Precision

XLNet + CNN

Updated 1mo ago

Evaluation Results

Method	Links
XLNet + CNN 2021.05		77.84	77.21	77.53	77.24
XLNet + BiGRU 2021.05		77.8	77.78	77.79	77.78
XLNet + BiGRU + att. 2021.05		77.32	76.82	77.07	77.01
ROBERTa + BiGRU + att. 2021.05		75.89	74.88	75.38	74.91
ROBERTa + BiGRU 2021.05		75.13	74.3	74.71	74.33
ROBERTa + CNN 2021.05		74.74	73.17	73.95	73.22
ROBERTa 2021.05		72.25	71.31	71.77	71.26
XLNet 2021.05		72.09	70.07	71.07	70.01
BERT + CNN 2021.05		71.68	70.17	70.92	70.12
BERT + BiGRU + att. 2021.05		71.31	70.98	71.14	71.26
BERT + BiGRU 2021.05		70.98	70.42	70.69	70.38
BERT Base 2021.05		69.33	67.31	68.31	67.24
GloVe + BiGRU + att. 2021.05		68.26	60.87	64.35	60.75
BERT Base 2021.05		67.54	62.22	64.77	62.1
BERT Base 2021.05		67.24	63.85	65.5	63.74
BERT Base 2021.05		66.12	60.58	63.23	60.45
DistillBERT 2021.05		65.21	64.26	64.73	64.21
Doc2Vec + LR 2021.05		63.03	61	62	60.91
Sent2vec + BiGRU + att. 2021.05		60.98	58.4	59.66	58.31
BERT Base 2021.05		60.56	57.64	59.06	57.65
HAN 2021.05		59.96	59.57	59.77	59.53
Sent2vec + LR 2021.05		57.19	55.55	56.36	55.44
Doc2vec + BiGRU + att. 2021.05		57.18	56.03	56.6	57.44