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Move prediction

Benchmarks

Dataset Name	SOTA Method	Metric
LIF	UniMaia	Expected Accuracy55.87	27	1mo ago
LOB-C	ChessGPT-base	E[Acc]89.55	27	1mo ago
LGB	UniMaia-Aux	E[Acc]48.91	19	1mo ago
LOB-P	UniMaia-Aux	E[Acc]59.73	19	1mo ago
LGB first 10 plies excluded Prompt-conditioned (test)	UniMaia-Aux	Top-1 Accuracy56.92	16	1mo ago
LIF-T10 first 10 plies excluded Prompt-conditioned (test)		Top-1 Accuracy49.14	16	1mo ago
LIF Prompt-conditioned first 10 plies excluded (test)	Allie-Policy	Top-1 Accuracy54.92	16	1mo ago
LIF-D Prompt-conditioned first 10 plies excluded (test)	Allie-Policy	Top-1 Accuracy48.12	16	1mo ago
Prompt-conditioned benchmarks Lichess (test)	ChessGPT-base†	LOB-P79.98	16	1mo ago
LIF (T10)	UniMaia	Accuracy36.78	13	1mo ago
LIF Detailed	UniMaia-Aux	Expected Accuracy36.06	13	1mo ago
Maia Master (test)	Maia-2	Move Prediction Accuracy53.87	11	5mo ago
Maia Advanced (test)	Maia-2	Move Prediction Accuracy54.15	11	5mo ago
Maia Skilled (test)	Maia-2	Move Prediction Accuracy51.72	11	5mo ago
ALLIE blitz slice (849,730-position reconstruction) 2022 (test)	Maia-3-79M	Top-1 Accuracy57.3	5	1mo ago
bot-filtered blitz sample Rating Band 2200-3500 April 2026 (test)	Maia-3-79M	Top-1 Accuracy61.92	5	1mo ago
bot-filtered blitz sample (Rating Band 2100-2200) April 2026 (test)	Maia-3-79M	Top-1 Move Accuracy60.62	5	1mo ago
bot-filtered blitz sample Rating Band 2000-2100 April 2026 (test)	Maia-3-79M	Top-1 Accuracy59.92	5	1mo ago
Blitz sample bot-filtered (Rating Band 1900-2000) April 2026 (test)	Maia-3-79M	Top-1 Accuracy59.29	5	1mo ago
bot-filtered blitz sample (Rating Band 1800-1900) April 2026 (test)	Maia-3-79M	Top-1 Move Accuracy58.54	5	1mo ago
bot-filtered blitz sample Rating Band 1700-1800 April 2026 (test)	Maia-3-79M	Top-1 Accuracy57.77	5	1mo ago
bot-filtered blitz sample (Rating Band 1600-1700) April 2026 (test)	Maia-3-79M	Top-1 Accuracy57.26	5	1mo ago
bot-filtered blitz sample Rating Band 1500-1600 April 2026 (test)	Maia-3-79M	Top-1 Accuracy56.52	5	1mo ago
bot-filtered blitz sample Rating Band 1400-1500 April 2026 (test)	Maia-3-79M	Top-1 Accuracy55.96	5	1mo ago
bot-filtered blitz sample Rating Band 1300-1400 April 2026 (test)	Maia-3-79M	Top-1 Accuracy55.35	5	1mo ago

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