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Benchmarks
Spelling Correction on Single Word Spelling Correction (Real)
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0.73
Accuracy (Seq-Level)
GPT-3
0.23808
0.36579
0.4935
0.62121
Dec 19, 2022
Accuracy (Seq-Level)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (Seq-Level)
GPT-3
Engine=davinci-003
2022.12
0.73
GPT-3-C
Engine=davinci-003, Fo...
2022.12
0.638
Char-S
Model=T5 with characte...
2022.12
0.5559
Subword + IIT
Base Model=T5 subword...
2022.12
0.5179
Subword
Model=T5 subword model
2022.12
0.4485
Char-T + IIT
Base Model=T5 with cha...
2022.12
0.3846
ByT5
Model=ByT5 character m...
2022.12
0.3132
Char-T
Model=T5 with characte...
2022.12
0.3008
Char-ST
Model=T5 with characte...
2022.12
0.257
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