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Move prediction research benchmarks – Page 2 · SOTA2 Research

Move prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

bot-filtered blitz sample Rating Band 1200-1300 April 2026 (test)

54.94Top-1 Accuracy

5

Jun 4, 2026

bot-filtered blitz sample Rating Band 1100-1200 April 2026 (test)

54.37Top-1 Accuracy

5

Jun 4, 2026

bot-filtered blitz sample (Rating Band 1000-1100) April 2026 (test)

53.57Top-1 Move Accuracy

5

Jun 4, 2026

bot-filtered blitz sample Rating Band 0-1000 April 2026 (test)

51.42Top-1 Accuracy

5

Jun 4, 2026

Grounded (test)

5.05Skilled Score

4

Feb 26, 2026

Historical Chess Champions (test)

47.2Alekhine Score

3

May 13, 2026

Lichess blitz sample April 2026 (test)

56.23Top-1 Accuracy

2

Jun 4, 2026

ALLIE blitz slice (full set) 2022 (test)

55.7Top-1 Accuracy

1

Jun 4, 2026

Page 2 of 2

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bot-filtered blitz sample LIF blitz sample Maia ALLIE

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