Chess move prediction on ABB (first 10 plies omitted)
57.1Acc@1Maia-3-79M (Blitz)
Evaluation Results
| Method | Links | |
|---|---|---|
| Maia-3-79M (Blitz)source=reported2026.05 | 57.1 | |
| Allie-Policysource=this paper (ours)2026.05 | 56.43 | |
| Allie-Policysource=reported2026.05 | 55.7 | |
| UniMaiasource=this paper (ours)2026.05 | 55.48 | |
| GPT-3.5metadata_conditioning=Elo and time control PGN header, source=this paper (ours)2026.05 | 54.98 | |
| UniMaia-Auxsource=this paper (ours)2026.05 | 54.71 | |
| GPT-3.5metadata_conditioning=GM PGN header, source=this paper (ours)2026.05 | 54.1 | |
| GPT-3.5metadata_conditioning=GM PGN header, source=reported2026.05 | 53.7 | |
| Maia-2 (Blitz)source=this paper (ours)2026.05 | 52.3 | |
| Maia-2 (Rapid)source=this paper (ours)2026.05 | 52.04 | |
| Maia-2 (Blitz)source=reported2026.05 | 52 | |
| Maia-1model_variant=official models only, source=reported2026.05 | 51.6 | |
| Maia-1model_variant=both official and unofficial models, source=this paper (ours)2026.05 | 50.89 | |
| Maia-1model_variant=official models only, source=this paper (ours)2026.05 | 50.78 | |
| ChessGPT-basemetadata_conditioning=Elo and time control PGN header, source=this paper (ours)2026.05 | 43.36 | |
| Lc0-CF (t3)source=this paper (ours)2026.05 | 41.79 | |
| Lc0-CF (BT3)source=this paper (ours)2026.05 | 41.57 | |
| Lc0-CF (BT4-spsa)source=this paper (ours)2026.05 | 41.45 | |
| Lc0-CF (BT4)source=this paper (ours)2026.05 | 41.33 | |
| Lc0-CF (t82)source=this paper (ours)2026.05 | 41.13 | |
| ChessGPT-chatmetadata_conditioning=general policy prompt, source=this paper (ours)2026.05 | 16.97 | |
| ChessCLIPsource=this paper (ours)2026.05 | 8.13 |