Intent Classification on Books Intent proprietary (test)

91.78Accuracy

LSTM

Updated 1mo ago

Evaluation Results

Method
LSTM 2018.11	91.78	29.34
Low Rank Matrix Factorization 2018.11	91.71	26.76
Low Rank Matrix Factorization 2018.11	91.63	21.69
Low Rank Matrix Factorization 2018.11	91.54	16.62
Low Rank Matrix Factorization 2018.11	91.47	10.31
Offline Compression 2018.11	91.07	26.76
Offline Compression 2018.11	90.97	21.69
Low Rank Matrix Factorization 2018.11	90.94	4.89
Offline Compression 2018.11	90.87	16.62
Offline Compression 2018.11	90.58	10.31
DAN-RAND 2018.11	90.18	37.03
Quantized LSTM (Baseline 1) 2018.11	90.16	17.92
Low Rank Matrix Factorization 2018.11	90.15	33.96
Low Rank Matrix Factorization 2018.11	90.12	29.43
Quantized LSTM (Baseline 1) 2018.11	89.96	10.05
Offline Compression 2018.11	89.83	4.89
Low Rank Matrix Factorization 2018.11	89.55	18.21
Low Rank Matrix Factorization 2018.11	89.47	23.16
Quantized DAN-RAND (Baseline 1) 2018.11	89.38	25.68
Low Rank Matrix Factorization 2018.11	89.23	13.08
Quantized DAN-RAND (Baseline 1) 2018.11	88.86	16.41
Offline Compression 2018.11	87.35	33.96
Offline Compression 2018.11	87.34	29.43
Offline Compression 2018.11	87.14	23.16
Offline Compression 2018.11	86.15	18.21
Offline Compression 2018.11	83.72	13.08