# Sorting on Synthetic Sorting Value range \[10, 11\] Source: [Sorting on Synthetic Sorting Value range \[10, 11\]]() Collection index: [llms.txt]() Data updated: 2026-05-26T11:31:09.329Z Evaluation of Sorting performance on the Synthetic Sorting dataset, specifically focusing on value ranges \[10, 11\], measured using Kendall Tau (Kendall τ). 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 | Sorting | | Dataset (including any stated split) | Synthetic Sorting Value range \[10, 11\] | | Metric | Kendall Tau | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 30 of 30 | | 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 - [Kendall Tau](): Higher is better; unit: SCALAR. ## Recorded results | Method | Kendall Tau | Result date | Report paper | | --- | --- | --- | --- | | Supervised GS | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Supervised GS | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Supervised GS | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Supervised GS | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Supervised GS | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Supervised GS | 1 | Not recorded | 6a152945dbd7150506f7e13b | | NS | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS w TA | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS w TA | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS w TA | 1 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS w TA | 0.8 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS | 0.74 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS w TA | 0.67 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS | 0.6 | Not recorded | 6a152945dbd7150506f7e13b | | Trained NS | 0.38 | Not recorded | 6a152945dbd7150506f7e13b | | NS | 0.33 | Not recorded | 6a152945dbd7150506f7e13b | | Trained NS | 0.21 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS w TA | 0.15 | Not recorded | 6a152945dbd7150506f7e13b | | Trained NS | 0.1 | Not recorded | 6a152945dbd7150506f7e13b | | Trained NS | 0.07 | Not recorded | 6a152945dbd7150506f7e13b | | Unsupervised GS | 0.06 | Not recorded | 6a152945dbd7150506f7e13b | | Trained NS | 0.04 | Not recorded | 6a152945dbd7150506f7e13b | | Trained NS | 0.03 | Not recorded | 6a152945dbd7150506f7e13b | | NS | 0.01 | Not recorded | 6a152945dbd7150506f7e13b | | NS | 0 | Not recorded | 6a152945dbd7150506f7e13b | | NS | 0 | Not recorded | 6a152945dbd7150506f7e13b | | NS | 0 | Not recorded | 6a152945dbd7150506f7e13b | ### Supervised GS Kendall Tau: 1. Result ID: 6a158479fbc373592c0df364. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"5","Supervision":"Supervised"}. This record does not assert independent reproduction. ### Supervised GS Kendall Tau: 1. Result ID: 6a158479fbc373592c0df365. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"10","Supervision":"Supervised"}. This record does not assert independent reproduction. ### Supervised GS Kendall Tau: 1. Result ID: 6a158479fbc373592c0df366. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"50","Supervision":"Supervised"}. This record does not assert independent reproduction. ### Supervised GS Kendall Tau: 1. Result ID: 6a158479fbc373592c0df367. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"100","Supervision":"Supervised"}. This record does not assert independent reproduction. ### Supervised GS Kendall Tau: 1. Result ID: 6a158479fbc373592c0df368. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"200","Supervision":"Supervised"}. This record does not assert independent reproduction. ### Supervised GS Kendall Tau: 1. Result ID: 6a158479fbc373592c0df369. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"300","Supervision":"Supervised"}. This record does not assert independent reproduction. ### NS Kendall Tau: 1. Result ID: 6a158479fbc373592c0df36a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"5","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS Kendall Tau: 1. Result ID: 6a158479fbc373592c0df376. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"5","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS Kendall Tau: 1. Result ID: 6a158479fbc373592c0df377. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"10","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS Kendall Tau: 1. Result ID: 6a158479fbc373592c0df378. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"50","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS w TA Kendall Tau: 1. Result ID: 6a158479fbc373592c0df37c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"5","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS w TA Kendall Tau: 1. Result ID: 6a158479fbc373592c0df37d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"10","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS w TA Kendall Tau: 1. Result ID: 6a158479fbc373592c0df37e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"50","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS w TA Kendall Tau: 0.8. Result ID: 6a158479fbc373592c0df37f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"100","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS Kendall Tau: 0.74. Result ID: 6a158479fbc373592c0df379. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"100","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS w TA Kendall Tau: 0.67. Result ID: 6a158479fbc373592c0df380. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"200","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS Kendall Tau: 0.6. Result ID: 6a158479fbc373592c0df37a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"200","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Trained NS Kendall Tau: 0.38. Result ID: 6a158479fbc373592c0df372. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"50","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### NS Kendall Tau: 0.33. Result ID: 6a158479fbc373592c0df36b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"10","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Trained NS Kendall Tau: 0.21. Result ID: 6a158479fbc373592c0df370. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"5","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS w TA Kendall Tau: 0.15. Result ID: 6a158479fbc373592c0df381. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"300","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Trained NS Kendall Tau: 0.1. Result ID: 6a158479fbc373592c0df373. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"100","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Trained NS Kendall Tau: 0.07. Result ID: 6a158479fbc373592c0df374. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"200","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Unsupervised GS Kendall Tau: 0.06. Result ID: 6a158479fbc373592c0df37b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"300","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Trained NS Kendall Tau: 0.04. Result ID: 6a158479fbc373592c0df375. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"300","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### Trained NS Kendall Tau: 0.03. Result ID: 6a158479fbc373592c0df371. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"10","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### NS Kendall Tau: 0.01. Result ID: 6a158479fbc373592c0df36c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"50","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### NS Kendall Tau: 0. Result ID: 6a158479fbc373592c0df36d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"100","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### NS Kendall Tau: 0. Result ID: 6a158479fbc373592c0df36e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"200","Supervision":"Unsupervised"}. This record does not assert independent reproduction. ### NS Kendall Tau: 0. Result ID: 6a158479fbc373592c0df36f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Sequence length (n)":"300","Supervision":"Unsupervised"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.