PTB
Benchmarks
TaskDatasetSOTA resultTrendResults
PTB
4.345Perplexity
1,234
PTB (test)
8.159Perplexity
543
PTB
4.16PRD
162
PTB (test)
96.48F1
155
PTB (val)
20.26Perplexity
110
PTB (test)
83.3F1 Score
75
PTB
67.7COH Score
64
PTB (§23)
95.8F1 Score
56
PTB-XL (test)
97.7AUC
46
PTB (test)
1.045BPC (Test)
42
PTB zero-shot
82.05Perplexity
35
PTB-XL
96.78AUROC
31
PTB
96.3LAS
31
PTB English (test)
84.3F1 Score
29
PTB 2 classes
99.9Accuracy
26
PTB (test)
97.78Accuracy
24
ptb-text
100WSR
20
PTB word-level (test)
72.8Perplexity
19
PTB (test)
1,092Sents/sec
17
PTB ECG-2 (Cross-subject)
87.73Accuracy
13
PTB English Mikolov preprocessed (val)
44.9Perplexity
13
PTB Section 23 (test)
0.951Rerank F1
13
PTB database
99.43Accuracy
13
PTB 2-Classes
85.39Accuracy
12
PTB
41.2Perplexity
12