# Movement time prediction on Clark 2020 Source: [Movement time prediction on Clark 2020]() Collection index: [llms.txt]() Data updated: 2026-04-07T09:13:30.296Z Evaluation of models predicting movement time using the Clark 2020 dataset, assessed using statistical metrics such as R-squared and Standard Error. 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 | Movement time prediction | | Dataset (including any stated split) | Clark 2020 | | Metric | Mean Estimate Error | | Unit | TIME | | Direction | Lower is better | | Results loaded | 16 of 16 | | 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 - [Mean Estimate Error](): Lower is better; unit: TIME. - [SE](): Lower is better; unit: SCALAR. - [SR](): Higher is better; unit: SCALAR. - [P-Value](): Lower is better; unit: SCALAR. - [R2](): Higher is better; unit: PERCENT. - [Standard Error (ms)](): Lower is better; unit: TIME. ## Recorded results | Method | Mean Estimate Error | Result date | Report paper | | --- | --- | --- | --- | | Clark et al. | -2.681 | Not recorded | 68fa78321e209131cea77236 | | Cha & Myung | -0.29 | Not recorded | 68fa78321e209131cea77236 | | Clark et al. | 0.336 | Not recorded | 68fa78321e209131cea77236 | | Machuca & Stuerzlinger | 3.505 | Not recorded | 68fa78321e209131cea77236 | | Cha & Myung | 6.429 | Not recorded | 68fa78321e209131cea77236 | | Murata & Iwase | 8.506 | Not recorded | 68fa78321e209131cea77236 | | Murata & Iwase | 411.76 | Not recorded | 68fa78321e209131cea77236 | | Cha & Myung | 411.846 | Not recorded | 68fa78321e209131cea77236 | | Hoffmann (Fitts') | 411.94 | Not recorded | 68fa78321e209131cea77236 | | Machuca & Stuerzlinger | 415.547 | Not recorded | 68fa78321e209131cea77236 | | Clark et al. | 433.127 | Not recorded | 68fa78321e209131cea77236 | | Clark et al. | 732.369 | Not recorded | 68fa78321e209131cea77236 | | Machuca & Stuerzlinger | 795.413 | Not recorded | 68fa78321e209131cea77236 | | Hoffmann (Fitts') | 804.287 | Not recorded | 68fa78321e209131cea77236 | | Murata & Iwase | 805.404 | Not recorded | 68fa78321e209131cea77236 | | Cha & Myung | 819.971 | Not recorded | 68fa78321e209131cea77236 | ### Clark et al. Mean Estimate Error: -2.681. Result ID: 69d4cab947f34ce924bcd211. [Reporting paper]() Recorded evaluation configuration: {"Model":"Clark et al. (2020)","Parameters":"θ"}. This record does not assert independent reproduction. ### Cha & Myung Mean Estimate Error: -0.29. Result ID: 69d4cab947f34ce924bcd20b. [Reporting paper]() Recorded evaluation configuration: {"Model":"Cha and Myung (2013)","Parameters":"θ"}. This record does not assert independent reproduction. ### Clark et al. Mean Estimate Error: 0.336. Result ID: 69d4cab947f34ce924bcd212. [Reporting paper]() Recorded evaluation configuration: {"Model":"Clark et al. (2020)","Parameters":"Size × θ"}. This record does not assert independent reproduction. ### Machuca & Stuerzlinger Mean Estimate Error: 3.505. Result ID: 69d4cab947f34ce924bcd20e. [Reporting paper]() Recorded evaluation configuration: {"Model":"Barrera Machuca and Stuerzlinger (2019)","Parameters":"Depth"}. This record does not assert independent reproduction. ### Cha & Myung Mean Estimate Error: 6.429. Result ID: 69d4cab947f34ce924bcd20a. [Reporting paper]() Recorded evaluation configuration: {"Model":"Cha and Myung (2013)","Parameters":"sin(φ)"}. This record does not assert independent reproduction. ### Murata & Iwase Mean Estimate Error: 8.506. Result ID: 69d4cab947f34ce924bcd207. [Reporting paper]() Recorded evaluation configuration: {"Model":"Murata and Iwase (2001)","Parameters":"sin(φ)"}. This record does not assert independent reproduction. ### Murata & Iwase Mean Estimate Error: 411.76. Result ID: 69d4cab947f34ce924bcd206. [Reporting paper]() Recorded evaluation configuration: {"Model":"Murata and Iwase (2001)","Parameters":"ID"}. This record does not assert independent reproduction. ### Cha & Myung Mean Estimate Error: 411.846. Result ID: 69d4cab947f34ce924bcd209. [Reporting paper]() Recorded evaluation configuration: {"Model":"Cha and Myung (2013)","Parameters":"ID"}. This record does not assert independent reproduction. ### Hoffmann (Fitts') Mean Estimate Error: 411.94. Result ID: 69d4cab947f34ce924bcd204. [Reporting paper]() Recorded evaluation configuration: {"Model":"Hoffmann (1995)","Parameters":"ID"}. This record does not assert independent reproduction. ### Machuca & Stuerzlinger Mean Estimate Error: 415.547. Result ID: 69d4cab947f34ce924bcd20d. [Reporting paper]() Recorded evaluation configuration: {"Model":"Barrera Machuca and Stuerzlinger (2019)","Parameters":"ID"}. This record does not assert independent reproduction. ### Clark et al. Mean Estimate Error: 433.127. Result ID: 69d4cab947f34ce924bcd210. [Reporting paper]() Recorded evaluation configuration: {"Model":"Clark et al. (2020)","Parameters":"ID"}. This record does not assert independent reproduction. ### Clark et al. Mean Estimate Error: 732.369. Result ID: 69d4cab947f34ce924bcd20f. [Reporting paper]() Recorded evaluation configuration: {"Model":"Clark et al. (2020)","Parameters":"Intercept"}. This record does not assert independent reproduction. ### Machuca & Stuerzlinger Mean Estimate Error: 795.413. Result ID: 69d4cab947f34ce924bcd20c. [Reporting paper]() Recorded evaluation configuration: {"Model":"Barrera Machuca and Stuerzlinger (2019)","Parameters":"Intercept"}. This record does not assert independent reproduction. ### Hoffmann (Fitts') Mean Estimate Error: 804.287. Result ID: 69d4cab947f34ce924bcd203. [Reporting paper]() Recorded evaluation configuration: {"Model":"Hoffmann (1995)","Parameters":"Intercept"}. This record does not assert independent reproduction. ### Murata & Iwase Mean Estimate Error: 805.404. Result ID: 69d4cab947f34ce924bcd205. [Reporting paper]() Recorded evaluation configuration: {"Model":"Murata and Iwase (2001)","Parameters":"Intercept"}. This record does not assert independent reproduction. ### Cha & Myung Mean Estimate Error: 819.971. Result ID: 69d4cab947f34ce924bcd208. [Reporting paper]() Recorded evaluation configuration: {"Model":"Cha and Myung (2013)","Parameters":"Intercept"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.