# Personalized Scanpath Prediction on OSIE Source: [Personalized Scanpath Prediction on OSIE]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:02:59.013Z Evaluation of Personalized Scanpath Prediction performance on the OSIE dataset, using metrics such as 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) | OSIE | | Metric | SM | | Unit | PERCENT | | 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: PERCENT. - [MM](): Higher is better; unit: PERCENT. - [SED](): Lower is better; unit: SCALAR. ## Recorded results | Method | SM | Result date | Report paper | | --- | --- | --- | --- | | ISP-SENet | 37.6 | Not recorded | 68fa77da1e209131cea758ee | | ISP-SENet | 37.5 | Not recorded | 68fa77da1e209131cea758ee | | ISP-SENet | 36.8 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP-S | 35.4 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP-S | 35.4 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP-S | 35.4 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP | 34.5 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP | 34 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP-S | 32.9 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP-S | 32.8 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP-S | 32.8 | Not recorded | 68fa77da1e209131cea758ee | | Gazeformer-ISP | 32.7 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP | 32.2 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP | 31.9 | Not recorded | 68fa77da1e209131cea758ee | | ChenLSTM-ISP | 28.2 | Not recorded | 68fa77da1e209131cea758ee | ### ISP-SENet SM: 37.6. Result ID: 69956c163badfaffe6607a9f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"n-shot":"5"}. This record does not assert independent reproduction. ### ISP-SENet SM: 37.5. Result ID: 69956c163badfaffe6607aa4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"n-shot":"10"}. This record does not assert independent reproduction. ### ISP-SENet SM: 36.8. Result ID: 69956c163badfaffe6607a9a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"n-shot":"1"}. This record does not assert independent reproduction. ### Gazeformer-ISP-S SM: 35.4. Result ID: 69956c163badfaffe6607a99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"1"}. This record does not assert independent reproduction. ### Gazeformer-ISP-S SM: 35.4. Result ID: 69956c163badfaffe6607a9e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"5"}. This record does not assert independent reproduction. ### Gazeformer-ISP-S SM: 35.4. Result ID: 69956c163badfaffe6607aa3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"10"}. This record does not assert independent reproduction. ### Gazeformer-ISP SM: 34.5. Result ID: 69956c163badfaffe6607aa1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"10"}. This record does not assert independent reproduction. ### Gazeformer-ISP SM: 34. Result ID: 69956c163badfaffe6607a9c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"5"}. This record does not assert independent reproduction. ### ChenLSTM-ISP-S SM: 32.9. Result ID: 69956c163badfaffe6607a9d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"5"}. This record does not assert independent reproduction. ### ChenLSTM-ISP-S SM: 32.8. Result ID: 69956c163badfaffe6607a98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"1"}. This record does not assert independent reproduction. ### ChenLSTM-ISP-S SM: 32.8. Result ID: 69956c163badfaffe6607aa2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"10"}. This record does not assert independent reproduction. ### Gazeformer-ISP SM: 32.7. Result ID: 69956c163badfaffe6607a97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"1"}. This record does not assert independent reproduction. ### ChenLSTM-ISP SM: 32.2. Result ID: 69956c163badfaffe6607aa0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"10"}. This record does not assert independent reproduction. ### ChenLSTM-ISP SM: 31.9. Result ID: 69956c163badfaffe6607a9b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"n-shot":"5"}. This record does not assert independent reproduction. ### ChenLSTM-ISP SM: 28.2. Result ID: 69956c163badfaffe6607a96. [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.