# Personalized Scanpath Prediction on COCO-FreeView Source: [Personalized Scanpath Prediction on COCO-FreeView]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:59.027Z Evaluation of Personalized Scanpath Prediction performance on the COCO-FreeView dataset, using metrics SM, MM, and SED. 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 | Personalized Scanpath Prediction | | Dataset (including any stated split) | COCO-FreeView | | Metric | SM | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [SM](): Higher is better; unit: SCALAR. - [MM](): Higher is better; unit: SCALAR. - [SED](): Lower is better; unit: SCALAR. ## Recorded results | Method | SM | Result date | Report paper | | --- | --- | --- | --- | | ISP-SENet | 0.369 | Not recorded | 68fa77da1e209131cea758ee | | ISP-SENet | 0.368 | Not recorded | 68fa77da1e209131cea758ee | | ISP-SENet | 0.367 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP-S | 0.34 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP-S | 0.339 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP-S | 0.338 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP-S | 0.333 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP-S | 0.333 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP-S | 0.333 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP | 0.323 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP | 0.32 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP | 0.317 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP | 0.287 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP | 0.286 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP | 0.244 | Not recorded | 68fa77da1e209131cea758ee | ### ISP-SENet SM: 0.369. Result ID: 69956c163badfaffe6607aa9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"n-shot":"1"}. This record does not assert independent reproduction. ### ISP-SENet SM: 0.368. Result ID: 69956c163badfaffe6607aae. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"n-shot":"5"}. This record does not assert independent reproduction. ### ISP-SENet SM: 0.367. Result ID: 69956c163badfaffe6607ab3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"n-shot":"10"}. This record does not assert independent reproduction. ### ChenLSTM-ISP-S SM: 0.34. Result ID: 69956c163badfaffe6607ab1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"10"}. This record does not assert independent reproduction. ### ChenLSTM-ISP-S SM: 0.339. Result ID: 69956c163badfaffe6607aa7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"1"}. This record does not assert independent reproduction. ### ChenLSTM-ISP-S SM: 0.338. Result ID: 69956c163badfaffe6607aac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"5"}. This record does not assert independent reproduction. ### Gazeformer-ISP-S SM: 0.333. Result ID: 69956c163badfaffe6607aa8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"1"}. This record does not assert independent reproduction. ### Gazeformer-ISP-S SM: 0.333. Result ID: 69956c163badfaffe6607aad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"5"}. This record does not assert independent reproduction. ### Gazeformer-ISP-S SM: 0.333. Result ID: 69956c163badfaffe6607ab2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"10"}. This record does not assert independent reproduction. ### ChenLSTM-ISP SM: 0.323. Result ID: 69956c163badfaffe6607aaf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"10"}. This record does not assert independent reproduction. ### ChenLSTM-ISP SM: 0.32. Result ID: 69956c163badfaffe6607aaa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"5"}. This record does not assert independent reproduction. ### Gazeformer-ISP SM: 0.317. Result ID: 69956c163badfaffe6607ab0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"10"}. This record does not assert independent reproduction. ### ChenLSTM-ISP SM: 0.287. Result ID: 69956c163badfaffe6607aa5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"1"}. This record does not assert independent reproduction. ### Gazeformer-ISP SM: 0.286. Result ID: 69956c163badfaffe6607aab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"5"}. This record does not assert independent reproduction. ### Gazeformer-ISP SM: 0.244. Result ID: 69956c163badfaffe6607aa6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.