Chess Puzzle Solving on Chess Puzzles Novel boards
100Puzzle AccuracyStockfish 16 (1.5s per board)
Evaluation Results
| Method | Links | |
|---|---|---|
| Stockfish 16 (1.5s per board)Train=SL, Search=1.5s per board, Input=FEN + Moves2024.02 | 100 | |
| Stockfish 16 (50ms per move)Train=SL, Search=50ms per move, Input=FEN + Moves2024.02 | 99.8 | |
| Leela Chess Zero (400 MCTS sim.)Train=RL, Search=400 MCTS sims, Input=PGN2024.02 | 99.6 | |
| Leela Chess Zero (value net only)Train=RL, Search=None, Input=PGN2024.02 | 95.9 | |
| AlphaZero (400 MCTS sim.)Train=RL, Search=400 MCTS sims, Input=PGN2024.02 | 95.6 | |
| 270M TransformerTrain=SL, Search=None, Input=FEN2024.02 | 95.4 | |
| 136M TransformerTrain=SL, Search=None, Input=FEN2024.02 | 94.5 | |
| 9M TransformerTrain=SL, Search=None, Input=FEN2024.02 | 88.9 | |
| Leela Chess Zero (policy net only)Train=RL, Search=None, Input=PGN2024.02 | 88.6 | |
| AlphaZero (value net only)Train=RL, Search=None, Input=PGN2024.02 | 82 | |
| GPT-3.5-turbo-instructTrain=SSL, Search=None, Input=PGN2024.02 | 66.5 | |
| AlphaZero (policy net only)Train=RL, Search=None, Input=PGN2024.02 | 56.1 |