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Papers Benchmarks Datasets Tasks

SAP dataset and benchmarks · SOTA2 Research

Research Datasets

SAP

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Psychometric Predictive Power

SAP ROI

14.1MVRR

38

Automatic Speech Recognition

SAP rated (test)

13.38WER

19

Syntactic Surprisal Update Measurement (KL-divergence)

SAP All (full)

38.5MVRR

19

Psychometric Predictive Power

SAP All

11.7MVRR

19

Human Reading Time Prediction

SAP Region of Interest

8.8MVRR

19

Human Reading Time Prediction

SAP All sentences

33.7MVRR

19

Prompt Injection Attack Evaluation

SAP10

99.4Attack Success Percentage (ASP)

14

Document-level Machine Translation

SAP ID → EN

57.2d-BLEU

12

Document-level Machine Translation

SAP VI → ZH

43.8d-BLEU

12

Document-level Machine Translation

SAP VI → EN

57.2d-BLEU

12

Document-level Machine Translation

SAP EN → ID

58.2d-BLEU

12

Document-level Machine Translation

SAP EN → ZH

45.1d-BLEU

12

Document-level Machine Translation

SAP EN → VI

67.3d-BLEU

12

Dysarthric speech severity assessment

SAP In-domain (test)

0.726SRCC

10

SAP Dysarthric

10.39WER

5

Automatic Speech Recognition

SAP Overall (test-1)

5.3WER (%)

5

Speech Recognition

SAP 5-fold CV (test)

6.59WER

4

Automatic Speech Recognition

SAP Overall 2 (test)

8.1WER

3

Popular tasks

Document-Level Machine Translation Automatic Speech Recognition Human Reading Time Prediction Psychometric Predictive Power Speech Recognition

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