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Garg Linear Regression

Benchmarks

TaskDatasetSOTA resultTrendResults

Linear Regression In-context Learning

Garg Linear Regression (d=20)

99.9R^2

18

Linear Regression In-context Learning

Garg Linear Regression d=10

0.996R-squared

15

Linear Regression In-context Learning

Garg Linear Regression d=30

0.807R^2

13

Linear Regression In-context Learning

Garg Linear Regression d=25

0.991R^2

13

Linear Regression In-context Learning

Garg Linear Regression (d=40)

78.7R^2

12

Linear Regression In-context Learning

Garg Linear Regression d=50

0.649R^2

6

Linear Regression In-context Learning

Garg Linear Regression d=15

0.818R^2

2