Connect4
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Active Feature Acquisition | Connect4 | Training Runtime (s)62.1 | 16 | |
| Density Estimation | Connect4 (test) | Avg Log-Likelihood (nats)-11.99 | 9 | |
| Agent Classification | Connect4 | Accuracy86.8 | 8 | |
| Parameter Classification | Connect4 | Accuracy100 | 5 | |
| Runtime Evaluation | connect4 | Runtime (s)0.839 | 5 | |
| Runtime Efficiency | connect4 25% query size | Runtime (s)0.797 | 5 | |
| MAP Inference | connect4 50% query size | Runtime (s)0.947 | 5 | |
| Win Rate Evaluation | Connect4 Approximate Best Response Opponent | Win Rate60 | 4 | |
| Win Rate Evaluation | Connect4 Solver Noise 5 (Opponent) | Win Rate97 | 2 | |
| Win Rate Evaluation | Connect4 Solver Noise 4 (Opponent) | Win Rate92 | 2 | |
| Win Rate Evaluation | Connect4 Solver Noise 3 (Opponent) | Win Rate81 | 2 | |
| Win Rate Evaluation | Connect4 Solver Noise 1 (Opponent) | Win Rate32 | 2 |
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