regression on Synthetic: y = x * sin x
Metric: R2 Score (higher is better)
Metric: R2 Score (higher is better)
| # | Model↕ | R2 Score▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | Neural Network | 0.9755 | No | Fidelity Isn't Accuracy: When Linearly Decodable... | 2025-06-13 | Code |
| 2 | Baseline Regression | -0.008 | No | Fidelity Isn't Accuracy: When Linearly Decodable... | 2025-06-13 | Code |
| 3 | Mimic / Surrogate | -0.0137 | No | Fidelity Isn't Accuracy: When Linearly Decodable... | 2025-06-13 | Code |