PTB
Benchmarks
TaskDatasetSOTA resultTrendResults
PTB
417CU
12
PTB
59.28AUC
12
PTB (test)
1,127Speed (Sents/s)
12
PTB-XL 5-Classes (test)
0.735Accuracy
11
PTB 2-Classes (test)
0.86Accuracy
11
PTB (test)
0.47MSE
10
PTB-XL (subject-independent)
73.87Accuracy
10
PTB (subject-independent)
89.36Accuracy
10
PTB (test)
0.447Grammaticality
10
PTB (dev)
95.76F-score
9
PTB
0.12MAUVE Score
9
PTB-XL
93.6Macro AUC
8
PTB closed-set segment-level (test)
99.168Accuracy
8
PTB Open-set (test)
98.934Accuracy
8
PTB-XL Lead I
84.72Dx Accuracy
8
PTB
28.32Perplexity (Before Attack)
8
PTB
95.59LF Score
7
PTB 1% labeled training data (test)
90.52Accuracy
7
PTB 10% labeled train (test)
88.49Accuracy
7
PTB 100% labeled training data (test)
0.878Accuracy
7
PTB (train)
95.9Perplexity
7
PTB (dev)
95.92UAS
7
PTB-XL
66.24Macro F1
6
PTB
99.89Accuracy
6
PTB-XL
62.93Macro F1
6