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Papers Benchmarks Datasets Tasks

Chess Move Prediction research benchmarks · SOTA2 Research

Chess Move Prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

ABB (first 10 plies omitted)

Maia-3-79M (Blitz)

57.1Acc@1

22

May 28, 2026

M2R first 10 plies omitted

55.98Top-1 Accuracy

17

May 28, 2026

M1-S (first 10 plies omitted)

57.33Top-1 Accuracy

17

May 28, 2026

LGB omitting first 10 plies

45.21Expected Accuracy

13

May 28, 2026

LIF-T10 (omitting first 10 plies)

36.07Expected Accuracy

13

May 28, 2026

LIF (omitting first 10 plies)

42.18Expected Accuracy

13

May 28, 2026

LIF-D (omitting first 10 plies)

36.52Accuracy

13

May 28, 2026

42.34E[Acc]

13

May 28, 2026

43.88E[Acc]

13

May 28, 2026

43.1Expected Accuracy

13

May 28, 2026

M2R opening excluded metadata-conditioned first 10 plies omitted

44.27Expected Accuracy

13

May 28, 2026

M1-S opening excluded first 10 plies omitted (metadata-conditioned)

44.88E[Acc]

13

May 28, 2026

ABB opening excluded first 10 plies omitted (metadata-conditioned)

44.09Accuracy

13

May 28, 2026

M1 first 10 plies omitted

57.17Top-1 Accuracy

11

May 28, 2026

43.86E[Acc]

11

May 28, 2026

M1 opening excluded first 10 plies omitted (metadata-conditioned)

44.75Expected Accuracy

11

May 28, 2026

44.27Expected Accuracy (E[Acc])

6

May 28, 2026

44.88E[Acc]

6

May 28, 2026

44.09Expected Accuracy

6

May 28, 2026

Lichess Puzzle Database (held-out positions)

54.5Top-1 Accuracy

6

May 14, 2026

44.75Expected Accuracy

4

May 28, 2026

Offline Chess Games Dataset

26Illegal Move Rate

1

Apr 1, 2026

Popular datasets

m1 ABB M1-S M2R LIF

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