# Myopic choice evaluation on Complex generation settings Source: [Myopic choice evaluation on Complex generation settings]() Collection index: [llms.txt]() Data updated: 2026-04-13T07:19:34.419Z Evaluation of myopic choice performance using accuracy metrics within complex generation settings. 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 | Myopic choice evaluation | | Dataset (including any stated split) | Complex generation settings | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | LTV (Ours) | 86.43 | Not recorded | 68fa7bb61e209131cea8a133 | | LTV (Ours) | 84.61 | Not recorded | 68fa7bb61e209131cea8a133 | | LTV (Ours) | 83.49 | Not recorded | 68fa7bb61e209131cea8a133 | | LTV (Ours) | 82.44 | Not recorded | 68fa7bb61e209131cea8a133 | | LTV (Ours) | 78.39 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 74.78 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 56.12 | Not recorded | 68fa7bb61e209131cea8a133 | | LTV (Ours) | 51.39 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 37.8 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 37.3 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 31.88 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 19.18 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 18.15 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 17.97 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 6.05 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 2.68 | Not recorded | 68fa7bb61e209131cea8a133 | | Vanilla TV | 2.16 | Not recorded | 68fa7bb61e209131cea8a133 | | FV | 0.38 | Not recorded | 68fa7bb61e209131cea8a133 | ### LTV (Ours) Accuracy: 86.43. Result ID: 69dc985047f34ce924c32b06. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"3) More layers","L":"{0,4,8,...}"}. This record does not assert independent reproduction. ### LTV (Ours) Accuracy: 84.61. Result ID: 69dc985047f34ce924c32b08. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"5) ICL prompts"}. This record does not assert independent reproduction. ### LTV (Ours) Accuracy: 83.49. Result ID: 69dc985047f34ce924c32b03. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"Baseline","P":"{-1}","L":"{16}"}. This record does not assert independent reproduction. ### LTV (Ours) Accuracy: 82.44. Result ID: 69dc985047f34ce924c32b05. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"2) More Pos.","P":"{-5,...,-1}"}. This record does not assert independent reproduction. ### LTV (Ours) Accuracy: 78.39. Result ID: 69dc985047f34ce924c32b04. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"1) Diff. Pos.","P":"{4}"}. This record does not assert independent reproduction. ### FV Accuracy: 74.78. Result ID: 69dc985047f34ce924c32b02. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"5) ICL prompts"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 56.12. Result ID: 69dc985047f34ce924c32afc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"5) ICL prompts"}. This record does not assert independent reproduction. ### LTV (Ours) Accuracy: 51.39. Result ID: 69dc985047f34ce924c32b07. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"4) More layers & Pos.","P":"{-5,...}","L":"{0,4,...}"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 37.8. Result ID: 69dc985047f34ce924c32af7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"Baseline","P":"{-1}","L":"{16}"}. This record does not assert independent reproduction. ### FV Accuracy: 37.3. Result ID: 69dc985047f34ce924c32afd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"Baseline","P":"{-1}","L":"{16}"}. This record does not assert independent reproduction. ### FV Accuracy: 31.88. Result ID: 69dc985047f34ce924c32b00. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"3) More layers","L":"{0,4,8,...}"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 19.18. Result ID: 69dc985047f34ce924c32af9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"2) More Pos.","P":"{-5,...,-1}"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 18.15. Result ID: 69dc985047f34ce924c32afb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"4) More layers & Pos.","P":"{-5,...}","L":"{0,4,...}"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 17.97. Result ID: 69dc985047f34ce924c32afa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"3) More layers","L":"{0,4,8,...}"}. This record does not assert independent reproduction. ### FV Accuracy: 6.05. Result ID: 69dc985047f34ce924c32aff. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"2) More Pos.","P":"{-5,...,-1}"}. This record does not assert independent reproduction. ### FV Accuracy: 2.68. Result ID: 69dc985047f34ce924c32afe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"1) Diff. Pos.","P":"{4}"}. This record does not assert independent reproduction. ### Vanilla TV Accuracy: 2.16. Result ID: 69dc985047f34ce924c32af8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"1) Diff. Pos.","P":"{4}"}. This record does not assert independent reproduction. ### FV Accuracy: 0.38. Result ID: 69dc985047f34ce924c32b01. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setup":"4) More layers & Pos.","P":"{-5,...}","L":"{0,4,...}"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.