Chess Move Prediction

Benchmarks

Dataset Name	SOTA Method	Metric
ABB (first 10 plies omitted)	Maia-3-79M (Blitz)	Acc@157.1	22	6d ago
M2R first 10 plies omitted	Allie-Policy	Top-1 Accuracy55.98	17	6d ago
M1-S (first 10 plies omitted)	Allie-Policy	Top-1 Accuracy57.33	17	6d ago
LGB omitting first 10 plies	UniMaia-Aux	Expected Accuracy45.21	13	6d ago
LIF-T10 (omitting first 10 plies)	Allie-Policy	Expected Accuracy36.07	13	6d ago
LIF (omitting first 10 plies)	UniMaia-Aux	Expected Accuracy42.18	13	6d ago
LIF-D (omitting first 10 plies)	Allie-Policy	Accuracy36.52	13	6d ago
M2R (test)	UniMaia-Aux	E[Acc]42.34	13	6d ago
M1-S (test)	Allie-Policy	E[Acc]43.88	13	6d ago
ABB (test)	Allie-Policy	Expected Accuracy43.1	13	6d ago
M2R opening excluded metadata-conditioned first 10 plies omitted	UniMaia-Aux	Expected Accuracy44.27	13	6d ago
M1-S opening excluded first 10 plies omitted (metadata-conditioned)	UniMaia-Aux	E[Acc]44.88	13	6d ago
ABB opening excluded first 10 plies omitted (metadata-conditioned)	Allie-Policy	Accuracy44.09	13	6d ago
M1 first 10 plies omitted	Allie-Policy	Top-1 Accuracy57.17	11	6d ago
M1 (test)	Allie-Policy	E[Acc]43.86	11	6d ago
M1 opening excluded first 10 plies omitted (metadata-conditioned)	Allie-Policy	Expected Accuracy44.75	11	6d ago
M2R	UniMaia-Aux	Expected Accuracy (E[Acc])44.27	6	6d ago
M1-S	UniMaia-Aux	E[Acc]44.88	6	6d ago
ABB	Allie-Policy	Expected Accuracy44.09	6	6d ago
Lichess Puzzle Database (held-out positions)	VPS	Top-1 Accuracy54.5	6	20d ago
M1	Allie-Policy	Expected Accuracy44.75	4	6d ago
Offline Chess Games Dataset	V2.2	Illegal Move Rate26	1	2mo ago

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