# Movement time prediction on LUIDA Source: [Movement time prediction on LUIDA]() Collection index: [llms.txt]() Data updated: 2026-04-07T09:13:30.320Z Evaluation of models predicting movement time using the LUIDA dataset, reporting metrics such as R2, SE, and Estimate. 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) | LUIDA | | Metric | Estimate | | Unit | SCALAR | | 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 - [Estimate](): Lower is better; unit: SCALAR. - [SE](): Lower is better; unit: SCALAR. - [sr](): Higher is better; unit: SCALAR. - [P-Value](): Lower is better; unit: SCALAR. - [R2](): Higher is better; unit: SCALAR. - [SE (ms)](): Lower is better; unit: TIME. - [Adj. R2](): Higher is better; unit: SCALAR. ## Recorded results | Method | Estimate | Result date | Report paper | | --- | --- | --- | --- | | Clark et al. \[via LUIDA\] | -0.017 | Not recorded | 68fa78321e209131cea77236 | | Cha & Myung \[via LUIDA\] | 1.026 | Not recorded | 68fa78321e209131cea77236 | | Machuca & Stuerzlinger \[via LUIDA\] | 1.215 | Not recorded | 68fa78321e209131cea77236 | | Clark et al. \[via LUIDA\] | 1.352 | Not recorded | 68fa78321e209131cea77236 | | Cha & Myung \[via LUIDA\] | 7.413 | Not recorded | 68fa78321e209131cea77236 | | Murata & Iwase \[via LUIDA\] | 7.835 | Not recorded | 68fa78321e209131cea77236 | | Murata & Iwase \[via LUIDA\] | 130.101 | Not recorded | 68fa78321e209131cea77236 | | Hoffmann (Fitts') \[via LUIDA\] | 130.121 | Not recorded | 68fa78321e209131cea77236 | | Clark et al. \[via LUIDA\] | 130.209 | Not recorded | 68fa78321e209131cea77236 | | Cha & Myung \[via LUIDA\] | 130.223 | Not recorded | 68fa78321e209131cea77236 | | Machuca & Stuerzlinger \[via LUIDA\] | 130.224 | Not recorded | 68fa78321e209131cea77236 | | Cha & Myung \[via LUIDA\] | 480.251 | Not recorded | 68fa78321e209131cea77236 | | Murata & Iwase \[via LUIDA\] | 480.71 | Not recorded | 68fa78321e209131cea77236 | | Machuca & Stuerzlinger \[via LUIDA\] | 480.871 | Not recorded | 68fa78321e209131cea77236 | | Clark et al. \[via LUIDA\] | 481.012 | Not recorded | 68fa78321e209131cea77236 | | Hoffmann (Fitts') \[via LUIDA\] | 481.327 | Not recorded | 68fa78321e209131cea77236 | ### Clark et al. \[via LUIDA\] Estimate: -0.017. Result ID: 69d4cab947f34ce924bcd222. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Clark et al. (2020)","Parameters":"Size × θ"}. This record does not assert independent reproduction. ### Cha & Myung \[via LUIDA\] Estimate: 1.026. Result ID: 69d4cab947f34ce924bcd21b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Cha and Myung (2013)","Parameters":"θ"}. This record does not assert independent reproduction. ### Machuca & Stuerzlinger \[via LUIDA\] Estimate: 1.215. Result ID: 69d4cab947f34ce924bcd21e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Barrera Machuca and Stuerzlinger (2019)","Parameters":"Depth"}. This record does not assert independent reproduction. ### Clark et al. \[via LUIDA\] Estimate: 1.352. Result ID: 69d4cab947f34ce924bcd221. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Clark et al. (2020)","Parameters":"θ"}. This record does not assert independent reproduction. ### Cha & Myung \[via LUIDA\] Estimate: 7.413. Result ID: 69d4cab947f34ce924bcd21a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Cha and Myung (2013)","Parameters":"sin(φ)"}. This record does not assert independent reproduction. ### Murata & Iwase \[via LUIDA\] Estimate: 7.835. Result ID: 69d4cab947f34ce924bcd217. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Murata and Iwase (2001)","Parameters":"sin(φ)"}. This record does not assert independent reproduction. ### Murata & Iwase \[via LUIDA\] Estimate: 130.101. Result ID: 69d4cab947f34ce924bcd216. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Murata and Iwase (2001)","Parameters":"ID"}. This record does not assert independent reproduction. ### Hoffmann (Fitts') \[via LUIDA\] Estimate: 130.121. Result ID: 69d4cab947f34ce924bcd214. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Hoffmann (1995)","Parameters":"ID"}. This record does not assert independent reproduction. ### Clark et al. \[via LUIDA\] Estimate: 130.209. Result ID: 69d4cab947f34ce924bcd220. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Clark et al. (2020)","Parameters":"ID"}. This record does not assert independent reproduction. ### Cha & Myung \[via LUIDA\] Estimate: 130.223. Result ID: 69d4cab947f34ce924bcd219. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Cha and Myung (2013)","Parameters":"ID"}. This record does not assert independent reproduction. ### Machuca & Stuerzlinger \[via LUIDA\] Estimate: 130.224. Result ID: 69d4cab947f34ce924bcd21d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Barrera Machuca and Stuerzlinger (2019)","Parameters":"ID"}. This record does not assert independent reproduction. ### Cha & Myung \[via LUIDA\] Estimate: 480.251. Result ID: 69d4cab947f34ce924bcd218. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Cha and Myung (2013)","Parameters":"Intercept"}. This record does not assert independent reproduction. ### Murata & Iwase \[via LUIDA\] Estimate: 480.71. Result ID: 69d4cab947f34ce924bcd215. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Murata and Iwase (2001)","Parameters":"Intercept"}. This record does not assert independent reproduction. ### Machuca & Stuerzlinger \[via LUIDA\] Estimate: 480.871. Result ID: 69d4cab947f34ce924bcd21c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Barrera Machuca and Stuerzlinger (2019)","Parameters":"Intercept"}. This record does not assert independent reproduction. ### Clark et al. \[via LUIDA\] Estimate: 481.012. Result ID: 69d4cab947f34ce924bcd21f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Clark et al. (2020)","Parameters":"Intercept"}. This record does not assert independent reproduction. ### Hoffmann (Fitts') \[via LUIDA\] Estimate: 481.327. Result ID: 69d4cab947f34ce924bcd213. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Hoffmann (1995)","Parameters":"Intercept"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.