# Early Warning Signal Detection on NOAA OISST Indo-Pacific 1982–2022 4° grid v2 Source: [Early Warning Signal Detection on NOAA OISST Indo-Pacific 1982–2022 4° grid v2]() Collection index: [llms.txt]() Data updated: 2026-06-17T07:11:24.708Z Evaluation of models designed for Early Warning Signal Detection using the NOAA OISST dataset covering the Indo-Pacific region from 1982 to 2022 at a 4° resolution. Metrics include AUROC, AUPRC, IoU, and lead time analysis. 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 | Early Warning Signal Detection | | Dataset (including any stated split) | NOAA OISST Indo-Pacific 1982–2022 4° grid v2 (historical observation) | | Metric | AUROC | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 4 of 4 | | 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 - [AUROC](): Higher is better; unit: PERCENT. - [AUPRC](): Higher is better; unit: PERCENT. - [IoU](): Higher is better; unit: PERCENT. - [Lead Time (mo)](): Higher is better; unit: TIME. ## Recorded results | Method | AUROC | Result date | Report paper | | --- | --- | --- | --- | | ST-CND | 72 | Not recorded | 6a3229f7d33dfb23e783e9f9 | | Climate net | 69.3 | Not recorded | 6a3229f7d33dfb23e783e9f9 | | EWS | 67.9 | Not recorded | 6a3229f7d33dfb23e783e9f9 | | Moran’s I | 64.8 | Not recorded | 6a3229f7d33dfb23e783e9f9 | ### ST-CND AUROC: 72. Result ID: 6a32483efbc373592c2f5095. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Estimator":"KSG"}. This record does not assert independent reproduction. ### Climate net AUROC: 69.3. Result ID: 6a32483efbc373592c2f5094. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EWS AUROC: 67.9. Result ID: 6a32483efbc373592c2f5092. [Reporting paper]() Recorded evaluation configuration: {"Type":"regional SST index"}. This record does not assert independent reproduction. ### Moran’s I AUROC: 64.8. Result ID: 6a32483efbc373592c2f5093. [Reporting 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.