SOTA Move prediction benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
LIF	UniMaia	Expected Accuracy55.87	27	6d ago
LOB-C	ChessGPT-base	E[Acc]89.55	27	6d ago
LGB	UniMaia-Aux	E[Acc]48.91	19	6d ago
LOB-P	UniMaia-Aux	E[Acc]59.73	19	6d ago
LGB first 10 plies excluded Prompt-conditioned (test)	UniMaia-Aux	Top-1 Accuracy56.92	16	6d ago
LIF-T10 first 10 plies excluded Prompt-conditioned (test)		Top-1 Accuracy49.14	16	6d ago
LIF Prompt-conditioned first 10 plies excluded (test)	Allie-Policy	Top-1 Accuracy54.92	16	6d ago
LIF-D Prompt-conditioned first 10 plies excluded (test)	Allie-Policy	Top-1 Accuracy48.12	16	6d ago
Prompt-conditioned benchmarks Lichess (test)	ChessGPT-base†	LOB-P79.98	16	6d ago
LIF (T10)	UniMaia	Accuracy36.78	13	6d ago
LIF Detailed	UniMaia-Aux	Expected Accuracy36.06	13	6d ago
Maia Master (test)	Maia-2	Move Prediction Accuracy53.87	11	3mo ago
Maia Advanced (test)	Maia-2	Move Prediction Accuracy54.15	11	3mo ago
Maia Skilled (test)	Maia-2	Move Prediction Accuracy51.72	11	3mo ago
Grounded (test)	Maia 1100	Skilled Score5.05	4	3mo ago
Historical Chess Champions (test)	Maia-2 FT	Alekhine Score47.2	3	21d ago

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