regression 벤치마크
regression on California Housing Prices
R2 Score
- 2025-06-13 — Neural Network: R2 Score 0.7908
| Rank | Model | R2 Score | lambda | Paper | Code | Year |
|---|---|---|---|---|---|---|
| 1 | Neural Network | 0.7908 | 0.6968 | Fidelity Isn't Accuracy: When Linearly Decodable Functions Fail to Match the Ground Truth | jacksoneshbaugh/lambda-linearity-score | 2025 |
| 2 | Baseline Regression | 0.5758 | – | Fidelity Isn't Accuracy: When Linearly Decodable Functions Fail to Match the Ground Truth | jacksoneshbaugh/lambda-linearity-score | 2025 |
| 3 | Mimic / Surrogate | 0.5658 | – | Fidelity Isn't Accuracy: When Linearly Decodable Functions Fail to Match the Ground Truth | jacksoneshbaugh/lambda-linearity-score | 2025 |