DementiaBank
Benchmarks
TaskDatasetSOTA resultTrendResults
English DementiaBank Pitt (Eval)
19.25WER (Paraphrase)
19
DementiaBank (test)
91.5Accuracy
12
DementiaBank Pitt (All)
20.43WER
9
DementiaBank Pitt (dev)
28.79WER (Parenthetical)
9
DementiaBank manual transcripts
2.09Mean Score (Control Group)
8
DementiaBank manual transcripts
1.93Mean (Control Group)
4
DementiaBank manual transcripts
1.84Control Group Mean
4
DementiaBank manual transcripts
2.29Control Mean Score
4
DementiaBank (manual transcripts)
2.02Control Mean
4
DementiaBank (manual transcripts)
1.59Mean Control Score
4
DementiaBank Pitt Corpus (English) (test)
53.2Accuracy
1
DementiaBank (test)
3.7MAE
1
DementiaBank (val)
4.8MAE
1
DementiaBank External (test)
80Sensitivity
1