# CATE estimation on IHDP Setup D (in-sample) Source: [CATE estimation on IHDP Setup D (in-sample)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:53:44.633Z Evaluation of Conditional Average Treatment Effect (CATE) estimation performance using the IHDP dataset, specifically Setup D, evaluated in-sample, reporting Normalized RMSE. A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | CATE estimation | | Dataset (including any stated split) | IHDP Setup D (in-sample) | | Metric | Normalized RMSE | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 17 of 17 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Normalized RMSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | Normalized RMSE | Result date | Report paper | | --- | --- | --- | --- | | TARNet + reg | 0.2 | Not recorded | 68fa6b191e209131cea2c2a5 | | DR (+TARNet) | 0.2 | Not recorded | 68fa6b191e209131cea2c2a5 | | Reparam. | 0.2 | Not recorded | 68fa6b191e209131cea2c2a5 | | DragonNet + reg | 0.203 | Not recorded | 68fa6b191e209131cea2c2a5 | | TARNet + reg | 0.205 | Not recorded | 68fa6b191e209131cea2c2a5 | | DR (+TNet) | 0.22 | Not recorded | 68fa6b191e209131cea2c2a5 | | TARNet | 0.22 | Not recorded | 68fa6b191e209131cea2c2a5 | | FlexTENet | 0.22 | Not recorded | 68fa6b191e209131cea2c2a5 | | DragonNet | 0.222 | Not recorded | 68fa6b191e209131cea2c2a5 | | FlexTENet | 0.224 | Not recorded | 68fa6b191e209131cea2c2a5 | | TARNet | 0.225 | Not recorded | 68fa6b191e209131cea2c2a5 | | SNet + reg | 0.252 | Not recorded | 68fa6b191e209131cea2c2a5 | | TNet + reg | 0.26 | Not recorded | 68fa6b191e209131cea2c2a5 | | TNet + reg | 0.26 | Not recorded | 68fa6b191e209131cea2c2a5 | | SNet | 0.261 | Not recorded | 68fa6b191e209131cea2c2a5 | | TNet | 0.29 | Not recorded | 68fa6b191e209131cea2c2a5 | | TNet | 0.29 | Not recorded | 68fa6b191e209131cea2c2a5 | ### TARNet + reg Normalized RMSE: 0.2. Result ID: 698e5b5dffc3901de09ce861. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DR (+TARNet) Normalized RMSE: 0.2. Result ID: 698e5b5dffc3901de09ce862. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Reparam. Normalized RMSE: 0.2. Result ID: 698e5b5dffc3901de09ce863. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DragonNet + reg Normalized RMSE: 0.203. Result ID: 698e5b5dffc3901de09ce821. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Regularization":"true"}. This record does not assert independent reproduction. ### TARNet + reg Normalized RMSE: 0.205. Result ID: 698e5b5dffc3901de09ce81e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Regularization":"true"}. This record does not assert independent reproduction. ### DR (+TNet) Normalized RMSE: 0.22. Result ID: 698e5b5dffc3901de09ce85f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TARNet Normalized RMSE: 0.22. Result ID: 698e5b5dffc3901de09ce860. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FlexTENet Normalized RMSE: 0.22. Result ID: 698e5b5dffc3901de09ce864. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DragonNet Normalized RMSE: 0.222. Result ID: 698e5b5dffc3901de09ce820. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FlexTENet Normalized RMSE: 0.224. Result ID: 698e5b5dffc3901de09ce81f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TARNet Normalized RMSE: 0.225. Result ID: 698e5b5dffc3901de09ce81d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SNet + reg Normalized RMSE: 0.252. Result ID: 698e5b5dffc3901de09ce823. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regularization":"true"}. This record does not assert independent reproduction. ### TNet + reg Normalized RMSE: 0.26. Result ID: 698e5b5dffc3901de09ce81c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Regularization":"true"}. This record does not assert independent reproduction. ### TNet + reg Normalized RMSE: 0.26. Result ID: 698e5b5dffc3901de09ce85e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SNet Normalized RMSE: 0.261. Result ID: 698e5b5dffc3901de09ce822. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TNet Normalized RMSE: 0.29. Result ID: 698e5b5dffc3901de09ce81b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TNet Normalized RMSE: 0.29. Result ID: 698e5b5dffc3901de09ce85d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.