Will Deep Learning Models Beat Classical ML algorithms on tabular data in 2028? | Manifold

Will Deep Learning Models Beat Classical ML algorithms on tabular data in 2028?

Basic

2

Ṁ11

2029

60%

chance

1D

1W

1M

ALL

This will resolve YES if in 2028, the majority of winning solutions to tabular competitions (including tabular classification, regression, forecasting, etc.) on Kaggle use Deep Learning techniques. If a solution uses an ensemble that consists of both DL and classical algorithms, it will be excluded from the calculation of the majority for this market.

Resolves N/A if Kaggle or a similar ML competition website doesn't exist anymore.

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