Profile Classification on Phase 10x10 grid 3
48.9Profile AccuracyPlayer2Vec + 9-stage curriculum
Evaluation Results
| Method | Links | |
|---|---|---|
| Player2Vec + 9-stage curriculumParameters=21.4M, Key Feature=Curriculum learning2025.09 | 48.9 | |
| Direct-36Parameters=1.79M, Key Feature=End-to-end learning2025.09 | 25 | |
| Player2Vec (Longformer)Parameters=21.4M, Key Feature=Transformer attention2025.09 | 21.5 | |
| Two-Stage HierarchicalParameters=2.31M, Key Feature=Cascaded inference2025.09 | 20.6 | |
| Improved LSTM (baseline)Parameters=1.86M, Key Feature=Decomposed heads2025.09 | 20.4 | |
| GRU Router-SpecialistParameters=5.55M, Key Feature=Router + specialists2025.09 | 19.8 | |
| BiLSTM + BGEParameters=7.70M, Key Feature=Enhanced embeddings2025.09 | 19.6 |