# Conformal Prediction on VentricularVolume (OUT) Source: [Conformal Prediction on VentricularVolume (OUT)]() Collection index: [llms.txt]() Data updated: 2026-07-07T10:11:01.330Z Evaluation of Conformal Prediction methods on the VentricularVolume (OUT) dataset, focusing on interval width metrics. 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 | Conformal Prediction | | Dataset (including any stated split) | VentricularVolume (OUT) | | Metric | Interval Width | | Unit | SCALAR | | Direction | Lower is better | | Results loaded | 35 of 35 | | 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 - [Interval Width](): Lower is better; unit: SCALAR. ## Recorded results | Method | Interval Width | Result date | Report paper | | --- | --- | --- | --- | | RoBAS-Full | 3.572 | Not recorded | 6a4c882c85dba69fef8b2b01 | | DTA | 3.573 | Not recorded | 6a4c882c85dba69fef8b2b01 | | RoBAS-EB | 3.573 | Not recorded | 6a4c882c85dba69fef8b2b01 | | NNG | 3.856 | Not recorded | 6a4c882c85dba69fef8b2b01 | | DTA | 3.912 | Not recorded | 6a4c882c85dba69fef8b2b01 | | RoBAS-EB | 3.922 | Not recorded | 6a4c882c85dba69fef8b2b01 | | RoBAS-Full | 3.95 | Not recorded | 6a4c882c85dba69fef8b2b01 | | NNG | 4.147 | Not recorded | 6a4c882c85dba69fef8b2b01 | | RoBAS-EB | 4.362 | Not recorded | 6a4c882c85dba69fef8b2b01 | | NNG | 4.379 | Not recorded | 6a4c882c85dba69fef8b2b01 | | DTA | 4.381 | Not recorded | 6a4c882c85dba69fef8b2b01 | | RoBAS-Full | 4.459 | Not recorded | 6a4c882c85dba69fef8b2b01 | | DTO | 4.482 | Not recorded | 6a4c882c85dba69fef8b2b01 | | LOCAL | 4.544 | Not recorded | 6a4c882c85dba69fef8b2b01 | | DTO | 4.664 | Not recorded | 6a4c882c85dba69fef8b2b01 | | DTO | 4.688 | Not recorded | 6a4c882c85dba69fef8b2b01 | | LOCAL | 4.743 | Not recorded | 6a4c882c85dba69fef8b2b01 | | LOCAL | 4.751 | Not recorded | 6a4c882c85dba69fef8b2b01 | | DTA | 4.774 | Not recorded | 6a4c882c85dba69fef8b2b01 | | RoBAS-EB | 4.842 | Not recorded | 6a4c882c85dba69fef8b2b01 | | RoBAS-Full | 4.944 | Not recorded | 6a4c882c85dba69fef8b2b01 | | NNG | 5.062 | Not recorded | 6a4c882c85dba69fef8b2b01 | | CQR | 5.094 | Not recorded | 6a4c882c85dba69fef8b2b01 | | DTA | 5.209 | Not recorded | 6a4c882c85dba69fef8b2b01 | | CQR | 5.253 | Not recorded | 6a4c882c85dba69fef8b2b01 | | CQR | 5.296 | Not recorded | 6a4c882c85dba69fef8b2b01 | | RoBAS-EB | 5.368 | Not recorded | 6a4c882c85dba69fef8b2b01 | | NNG | 5.478 | Not recorded | 6a4c882c85dba69fef8b2b01 | | RoBAS-Full | 5.521 | Not recorded | 6a4c882c85dba69fef8b2b01 | | DTO | 5.571 | Not recorded | 6a4c882c85dba69fef8b2b01 | | LOCAL | 5.726 | Not recorded | 6a4c882c85dba69fef8b2b01 | | DTO | 5.894 | Not recorded | 6a4c882c85dba69fef8b2b01 | | LOCAL | 6.013 | Not recorded | 6a4c882c85dba69fef8b2b01 | | CQR | 6.213 | Not recorded | 6a4c882c85dba69fef8b2b01 | | CQR | 6.521 | Not recorded | 6a4c882c85dba69fef8b2b01 | ### RoBAS-Full Interval Width: 3.572. Result ID: 6a4cd0a060b88bb339ca4914. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Calibration size (n\_cal)":"1021"}. This record does not assert independent reproduction. ### DTA Interval Width: 3.573. Result ID: 6a4cd0a060b88bb339ca4910. [Reporting paper]() Recorded evaluation configuration: {"Calibration size (n\_cal)":"1021"}. This record does not assert independent reproduction. ### RoBAS-EB Interval Width: 3.573. Result ID: 6a4cd0a060b88bb339ca4915. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Calibration size (n\_cal)":"1021"}. This record does not assert independent reproduction. ### NNG Interval Width: 3.856. Result ID: 6a4cd0a060b88bb339ca4911. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Calibration size (n\_cal)":"1021"}. This record does not assert independent reproduction. ### DTA Interval Width: 3.912. Result ID: 6a4cd0a060b88bb339ca4962. [Reporting paper]() Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction. ### RoBAS-EB Interval Width: 3.922. Result ID: 6a4cd0a060b88bb339ca4976. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction. ### RoBAS-Full Interval Width: 3.95. Result ID: 6a4cd0a060b88bb339ca4972. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction. ### NNG Interval Width: 4.147. Result ID: 6a4cd0a060b88bb339ca4966. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction. ### RoBAS-EB Interval Width: 4.362. Result ID: 6a4cd0a060b88bb339ca4973. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction. ### NNG Interval Width: 4.379. Result ID: 6a4cd0a060b88bb339ca4963. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction. ### DTA Interval Width: 4.381. Result ID: 6a4cd0a060b88bb339ca495f. [Reporting paper]() Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction. ### RoBAS-Full Interval Width: 4.459. Result ID: 6a4cd0a060b88bb339ca496f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction. ### DTO Interval Width: 4.482. Result ID: 6a4cd0a060b88bb339ca490f. [Reporting paper]() Recorded evaluation configuration: {"Calibration size (n\_cal)":"1021"}. This record does not assert independent reproduction. ### LOCAL Interval Width: 4.544. Result ID: 6a4cd0a060b88bb339ca4912. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Calibration size (n\_cal)":"1021"}. This record does not assert independent reproduction. ### DTO Interval Width: 4.664. Result ID: 6a4cd0a060b88bb339ca495b. [Reporting paper]() Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction. ### DTO Interval Width: 4.688. Result ID: 6a4cd0a060b88bb339ca495e. [Reporting paper]() Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction. ### LOCAL Interval Width: 4.743. Result ID: 6a4cd0a060b88bb339ca4967. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction. ### LOCAL Interval Width: 4.751. Result ID: 6a4cd0a060b88bb339ca496a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction. ### DTA Interval Width: 4.774. Result ID: 6a4cd0a060b88bb339ca4961. [Reporting paper]() Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction. ### RoBAS-EB Interval Width: 4.842. Result ID: 6a4cd0a060b88bb339ca4975. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction. ### RoBAS-Full Interval Width: 4.944. Result ID: 6a4cd0a060b88bb339ca4971. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction. ### NNG Interval Width: 5.062. Result ID: 6a4cd0a060b88bb339ca4965. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction. ### CQR Interval Width: 5.094. Result ID: 6a4cd0a060b88bb339ca4913. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Calibration size (n\_cal)":"1021"}. This record does not assert independent reproduction. ### DTA Interval Width: 5.209. Result ID: 6a4cd0a060b88bb339ca4960. [Reporting paper]() Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction. ### CQR Interval Width: 5.253. Result ID: 6a4cd0a060b88bb339ca496b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"5"}. This record does not assert independent reproduction. ### CQR Interval Width: 5.296. Result ID: 6a4cd0a060b88bb339ca496e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"50"}. This record does not assert independent reproduction. ### RoBAS-EB Interval Width: 5.368. Result ID: 6a4cd0a060b88bb339ca4974. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction. ### NNG Interval Width: 5.478. Result ID: 6a4cd0a060b88bb339ca4964. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction. ### RoBAS-Full Interval Width: 5.521. Result ID: 6a4cd0a060b88bb339ca4970. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction. ### DTO Interval Width: 5.571. Result ID: 6a4cd0a060b88bb339ca495d. [Reporting paper]() Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction. ### LOCAL Interval Width: 5.726. Result ID: 6a4cd0a060b88bb339ca4969. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction. ### DTO Interval Width: 5.894. Result ID: 6a4cd0a060b88bb339ca495c. [Reporting paper]() Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction. ### LOCAL Interval Width: 6.013. Result ID: 6a4cd0a060b88bb339ca4968. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction. ### CQR Interval Width: 6.213. Result ID: 6a4cd0a060b88bb339ca496d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"25"}. This record does not assert independent reproduction. ### CQR Interval Width: 6.521. Result ID: 6a4cd0a060b88bb339ca496c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n\_cal":"10"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.