# CATE estimation on IHDP Setup C (in-sample) Source: [CATE estimation on IHDP Setup C (in-sample)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:53:29.662Z Evaluation of Conditional Average Treatment Effect (CATE) estimation performance using the IHDP dataset, specifically Setup C, 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 C (in-sample) | | Metric | NRMSE | | 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 - [NRMSE](): Lower is better; unit: SCALAR. ## Recorded results | Method | NRMSE | Result date | Report paper | | --- | --- | --- | --- | | FlexTENet | 0.268 | Not recorded | 68fa6b191e209131cea2c2a5 | | FlexTENet | 0.27 | Not recorded | 68fa6b191e209131cea2c2a5 | | TARNet + reg | 0.28 | Not recorded | 68fa6b191e209131cea2c2a5 | | DragonNet + reg | 0.282 | Not recorded | 68fa6b191e209131cea2c2a5 | | TARNet + reg | 0.285 | Not recorded | 68fa6b191e209131cea2c2a5 | | DragonNet | 0.289 | Not recorded | 68fa6b191e209131cea2c2a5 | | TARNet | 0.29 | Not recorded | 68fa6b191e209131cea2c2a5 | | TARNet | 0.294 | Not recorded | 68fa6b191e209131cea2c2a5 | | TNet + reg | 0.3 | Not recorded | 68fa6b191e209131cea2c2a5 | | TNet + reg | 0.301 | Not recorded | 68fa6b191e209131cea2c2a5 | | SNet + reg | 0.316 | Not recorded | 68fa6b191e209131cea2c2a5 | | TNet | 0.32 | Not recorded | 68fa6b191e209131cea2c2a5 | | TNet | 0.32 | Not recorded | 68fa6b191e209131cea2c2a5 | | SNet | 0.327 | Not recorded | 68fa6b191e209131cea2c2a5 | | DR (+TARNet) | 0.33 | Not recorded | 68fa6b191e209131cea2c2a5 | | DR (+TNet) | 0.35 | Not recorded | 68fa6b191e209131cea2c2a5 | | Reparam. | 0.39 | Not recorded | 68fa6b191e209131cea2c2a5 | ### FlexTENet NRMSE: 0.268. Result ID: 698e5b5dffc3901de09ce80d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FlexTENet NRMSE: 0.27. Result ID: 698e5b5dffc3901de09ce854. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TARNet + reg NRMSE: 0.28. Result ID: 698e5b5dffc3901de09ce851. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DragonNet + reg NRMSE: 0.282. Result ID: 698e5b5dffc3901de09ce80f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Regularization":"true"}. This record does not assert independent reproduction. ### TARNet + reg NRMSE: 0.285. Result ID: 698e5b5dffc3901de09ce80c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Regularization":"true"}. This record does not assert independent reproduction. ### DragonNet NRMSE: 0.289. Result ID: 698e5b5dffc3901de09ce80e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TARNet NRMSE: 0.29. Result ID: 698e5b5dffc3901de09ce850. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TARNet NRMSE: 0.294. Result ID: 698e5b5dffc3901de09ce80b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TNet + reg NRMSE: 0.3. Result ID: 698e5b5dffc3901de09ce84e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TNet + reg NRMSE: 0.301. Result ID: 698e5b5dffc3901de09ce80a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Regularization":"true"}. This record does not assert independent reproduction. ### SNet + reg NRMSE: 0.316. Result ID: 698e5b5dffc3901de09ce811. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Regularization":"true"}. This record does not assert independent reproduction. ### TNet NRMSE: 0.32. Result ID: 698e5b5dffc3901de09ce809. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TNet NRMSE: 0.32. Result ID: 698e5b5dffc3901de09ce84d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SNet NRMSE: 0.327. Result ID: 698e5b5dffc3901de09ce810. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DR (+TARNet) NRMSE: 0.33. Result ID: 698e5b5dffc3901de09ce852. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DR (+TNet) NRMSE: 0.35. Result ID: 698e5b5dffc3901de09ce84f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Reparam. NRMSE: 0.39. Result ID: 698e5b5dffc3901de09ce853. [Reporting paper]() [Method origin paper]() [Implementation]() 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.