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Full eeg leaderboards #30

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2cdc323
Add full-archive and EEG leaderboards on their own pages
TonyBagnall Sep 19, 2026
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Link the leaderboards near the top of the README
TonyBagnall Sep 19, 2026
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4 changes: 4 additions & 0 deletions README.md
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Expand Up @@ -18,6 +18,10 @@ The **Multiverse** is an expanded archive for multivariate time series classific
datasets from the original UEA MTSC archive, newer MTSC collections, donated
standalone datasets, and associated benchmark results into a single open repository.

**Leaderboards:** [Multiverse-core](#multiverse-core-leaderboard) (66 datasets) ·
[Full archive](docs/leaderboard_full.md) (the paper's 100 datasets) ·
[EEG](docs/leaderboard_eeg.md) (26 datasets)

The archive is described in
[The Multiverse of Time Series Machine Learning: an Archive for Multivariate Time Series
Classification](https://arxiv.org/abs/2603.20352) (arXiv:2603.20352). If you use the
Expand Down
85 changes: 85 additions & 0 deletions docs/leaderboard_eeg.md
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# EEG leaderboard

The EEG classification archive, `eeg2026` in aeon, has 28 datasets. Twenty-six are
multivariate and part of the Multiverse; the other two, EpilepticSeizures and Sleep, are
univariate. This ranks estimators with a resample-0 result on all 26 multivariate EEG
datasets, from the same runs as the other leaderboards.

A sortable version, with an average rank beside every metric, is in
[`results/multiverse/leaderboard_eeg.html`](../results/multiverse/leaderboard_eeg.html)
([preview](https://raw.githack.com/aeon-toolkit/multiverse/main/results/multiverse/leaderboard_eeg.html)).

<!-- EEG_LEADERBOARD:START -->
| # | Estimator | Accuracy rank | Accuracy | Balanced accuracy | AUROC | F1 | Log loss &darr; | Sensitivity | Specificity |
|---|---|---|---|---|---|---|---|---|---|
| 1 | HC2 | **4.02** | **0.5956** | 0.5812 | **0.6952** | 0.5632 | 0.7669 | 0.5803 | **0.5935** |
| 2 | DrCIF-500 | 5.15 | 0.5949 | **0.5826** | 0.6912 | 0.5681 | 0.7670 | 0.5869 | 0.5858 |
| 3 | CIF-500 | 6.10 | 0.5866 | 0.5722 | 0.6917 | 0.5554 | **0.7655** | 0.5771 | 0.5761 |
| 4 | MRHydra | 6.44 | 0.5856 | 0.5789 | 0.6388 | **0.5747** | 14.9380 | **0.5958** | 0.5661 |
| 5 | STC | 6.50 | 0.5805 | 0.5692 | 0.6776 | 0.5598 | 0.7908 | 0.5783 | 0.5677 |
| 6 | RIST | 6.60 | 0.5823 | 0.5671 | 0.6868 | 0.5461 | 0.7753 | 0.5658 | 0.5785 |
| 7 | Arsenal | 6.77 | 0.5864 | 0.5762 | 0.6760 | 0.5604 | 4.6306 | 0.5671 | 0.5920 |
| 8 | QUANT | 6.92 | 0.5784 | 0.5699 | 0.6884 | 0.5611 | 0.7936 | 0.5885 | 0.5532 |
| 9 | ROCKET | 6.94 | 0.5837 | 0.5745 | 0.6354 | 0.5619 | 15.0033 | 0.5699 | 0.5846 |
| 10 | TDE | 8.73 | 0.5513 | 0.5381 | 0.6429 | 0.5213 | 0.8573 | 0.5457 | 0.5416 |
| 11 | LITETime-MV | 9.25 | 0.5438 | 0.5435 | 0.6443 | 0.4863 | 3.1224 | 0.5064 | 0.5776 |
| 12 | RDST | 9.46 | 0.5429 | 0.5293 | 0.5970 | 0.4969 | 16.4763 | 0.5005 | 0.5683 |
| 13 | Catch22 | 10.13 | 0.5325 | 0.5172 | 0.6224 | 0.4976 | 0.8102 | 0.5324 | 0.5124 |
| 14 | Dummy | 11.98 | 0.4409 | 0.4276 | 0.5000 | 0.3172 | 0.8893 | 0.5094 | 0.3555 |

Average over the 26 EEG datasets with results for every estimator on every metric, ordered by average accuracy rank. Best in each column in bold.
<!-- EEG_LEADERBOARD:END -->

## Not yet complete

Estimators in the Multiverse-core table that do not yet have a result on all 26 EEG
datasets, so are not ranked above. The same gaps are in
[`results/multiverse/pending_eeg.csv`](../results/multiverse/pending_eeg.csv), one
`estimator,dataset` row per missing run.

<!-- EEG_PENDING:START -->
| Estimator | Completed | Missing datasets |
|---|---|---|
| H-InceptionTime | 24 of 26 | ShortIntervalTask, SitStand |
| PatchMTSC | 12 of 26 | ButtonPress, FeedbackButton, FeetHands, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| TimesNet | 12 of 26 | ButtonPress, FeedbackButton, FeetHands, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| TimesURL | 12 of 26 | ButtonPress, FeedbackButton, FeetHands, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| CIF | 10 of 26 | ButtonPress, FeedbackButton, FeetHands, FingerMovements, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, SelfRegulationSCP2, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| ConvTran | 10 of 26 | Alzheimers, ButtonPress, FeedbackButton, FeetHands, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PhotoStimulation, PronouncedSpeech, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| DisjointCNN | 10 of 26 | ButtonPress, FeedbackButton, FeetHands, FingerMovements, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, SelfRegulationSCP2, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| DrCIF | 10 of 26 | ButtonPress, FeedbackButton, FeetHands, FingerMovements, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, SelfRegulationSCP2, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| STSF | 10 of 26 | ButtonPress, FeedbackButton, FeetHands, FingerMovements, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, SelfRegulationSCP2, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| Summary | 10 of 26 | ButtonPress, FeedbackButton, FeetHands, FingerMovements, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, SelfRegulationSCP2, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| TS2Vec | 10 of 26 | ButtonPress, FeedbackButton, FeetHands, FingerMovements, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, SelfRegulationSCP2, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| TSF | 10 of 26 | ButtonPress, FeedbackButton, FeetHands, FingerMovements, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, SelfRegulationSCP2, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
| XCM | 10 of 26 | ButtonPress, FeedbackButton, FeetHands, FingerMovements, ImaginedFeetHands, ImaginedOpenCloseFist, InnerSpeech, LongIntervalTask, MatchingPennies, OpenCloseFist, PronouncedSpeech, SelfRegulationSCP2, ShortIntervalTask, SitStand, SongFamiliarity, VisualSpeech |
<!-- EEG_PENDING:END -->

## EEG archive study results

These are the averaged results held in [`results/eeg`](../results/eeg), for twelve
estimators including the EEG-specific CSP-SVM, R-KNN and R-MDM. They come from a separate
study, not the resample-0 runs above, so the two tables are not directly comparable.
Their 26 datasets also differ: they include the univariate Sleep and leave out
FeedbackButton.

<!-- EEG_ARCHIVE:START -->
| # | Estimator | Accuracy rank | Accuracy | Balanced accuracy |
|---|---|---|---|---|
| 1 | HC2 | **3.21** | **0.5929** | **0.5721** |
| 2 | DrCIF | 4.52 | 0.5856 | 0.5661 |
| 3 | Arsenal | 4.71 | 0.5799 | 0.5675 |
| 4 | STC | 4.87 | 0.5771 | 0.5617 |
| 5 | MRHydra | 5.62 | 0.5685 | 0.5556 |
| 6 | SVM | 6.48 | 0.5443 | 0.5180 |
| 7 | TDE | 6.96 | 0.5481 | 0.5273 |
| 8 | IT | 7.33 | 0.5344 | 0.5283 |
| 9 | CNN | 8.27 | 0.5119 | 0.4917 |
| 10 | CSP-SVM | 8.46 | 0.5076 | 0.4802 |
| 11 | R-KNN | 8.62 | 0.4779 | 0.4684 |
| 12 | R-MDM | 8.96 | 0.4690 | 0.4679 |

Average over the 26 datasets in `results/eeg`, ordered by average accuracy rank. Best in each column in bold.
<!-- EEG_ARCHIVE:END -->

All four blocks are rebuilt with `python -m multiverse.experiments.tables`.
70 changes: 70 additions & 0 deletions docs/leaderboard_full.md
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# Full-archive leaderboard

This ranks estimators on the 100 datasets used for the full-archive comparison in the
Multiverse archive paper. Those are the Multiverse datasets on which all 17 of the
paper's classifiers have a resample-0 result. The list is fixed, in
[`results/multiverse/paper_datasets.txt`](../results/multiverse/paper_datasets.txt), so
this table keeps describing the paper's comparison as new results arrive.

An estimator is ranked here only if it has a result on all 100 datasets, on every
metric. That differs from the [Multiverse-core leaderboard](../README.md#multiverse-core-leaderboard)
in two ways:

- **CIF-500** and **DrCIF-500** are the configurations the paper reports as CIF and
DrCIF. The core table reports the default CIF and DrCIF instead.
- **FreshPRINCE** and **1NN-DTW** are ranked here. They are held out of the core table
because each fails on core datasets outside these 100.

A sortable version, with an average rank beside every metric, is in
[`results/multiverse/leaderboard_full.html`](../results/multiverse/leaderboard_full.html)
([preview](https://raw.githack.com/aeon-toolkit/multiverse/main/results/multiverse/leaderboard_full.html)).

<!-- FULL_LEADERBOARD:START -->
| # | Estimator | Accuracy rank | Accuracy | Balanced accuracy | AUROC | F1 | Log loss &darr; | Sensitivity | Specificity |
|---|---|---|---|---|---|---|---|---|---|
| 1 | HC2 | **6.31** | **0.7609** | 0.7038 | **0.8440** | 0.6421 | **0.5816** | 0.6785 | **0.7736** |
| 2 | MRHydra | 6.86 | 0.7591 | **0.7145** | 0.7601 | 0.6568 | 8.6836 | 0.6925 | 0.7695 |
| 3 | RDST | 7.51 | 0.7500 | 0.6974 | 0.7474 | 0.6314 | 9.0100 | 0.6560 | 0.7718 |
| 4 | FreshPRINCE | 7.66 | 0.7473 | 0.7102 | 0.8435 | **0.6571** | 0.6086 | **0.6951** | 0.7570 |
| 5 | CIF-500 | 7.88 | 0.7465 | 0.7000 | 0.8413 | 0.6379 | 0.6084 | 0.6746 | 0.7612 |
| 6 | Arsenal | 8.00 | 0.7524 | 0.6966 | 0.7886 | 0.6316 | 4.4938 | 0.6679 | 0.7684 |
| 7 | ROCKET | 8.07 | 0.7530 | 0.6961 | 0.7456 | 0.6285 | 8.9011 | 0.6605 | 0.7714 |
| 8 | DrCIF-500 | 8.20 | 0.7314 | 0.6907 | 0.8279 | 0.6243 | 0.6299 | 0.6680 | 0.7471 |
| 9 | RIST | 8.31 | 0.7351 | 0.6935 | 0.8183 | 0.6246 | 0.6271 | 0.6660 | 0.7443 |
| 10 | QUANT | 8.73 | 0.7374 | 0.6977 | 0.8344 | 0.6384 | 0.6224 | 0.6831 | 0.7421 |
| 11 | LITETime-MV | 9.01 | 0.7161 | 0.6862 | 0.8141 | 0.6109 | 1.6554 | 0.6501 | 0.7515 |
| 12 | STC | 9.61 | 0.7334 | 0.6796 | 0.8175 | 0.6230 | 0.7178 | 0.6542 | 0.7479 |
| 13 | Catch22 | 9.67 | 0.7201 | 0.6818 | 0.8313 | 0.6188 | 0.6781 | 0.6728 | 0.7261 |
| 14 | H-InceptionTime | 10.05 | 0.6970 | 0.6672 | 0.7988 | 0.5925 | 1.7675 | 0.6494 | 0.7165 |
| 15 | TDE | 10.16 | 0.7161 | 0.6561 | 0.7811 | 0.5810 | 1.4773 | 0.6286 | 0.7306 |
| 16 | 1NN-DTW | 12.64 | 0.6467 | 0.6191 | 0.6802 | 0.5610 | 12.7343 | 0.6287 | 0.6432 |
| 17 | Dummy | 14.32 | 0.4489 | 0.3720 | 0.5000 | 0.2219 | 1.1562 | 0.3831 | 0.4231 |

Average over the 100 paper datasets with results for every estimator on every metric, ordered by average accuracy rank. Best in each column in bold.
<!-- FULL_LEADERBOARD:END -->

## Not yet complete

Estimators in the Multiverse-core table that do not yet have a result on all 100
datasets, so are not ranked above. The same gaps are in
[`results/multiverse/pending_full.csv`](../results/multiverse/pending_full.csv), one
`estimator,dataset` row per missing run, to queue runs from.

<!-- FULL_PENDING:START -->
| Estimator | Completed | Missing datasets |
|---|---|---|
| PatchMTSC | 60 of 100 | AsphaltPavementTypeCoordinates, ButtonPress, FeedbackButton, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PronouncedSpeech, SPHERE-WUS, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| TimesNet | 60 of 100 | AsphaltPavementTypeCoordinates, ButtonPress, FeedbackButton, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PronouncedSpeech, SPHERE-WUS, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| TimesURL | 60 of 100 | AsphaltPavementTypeCoordinates, ButtonPress, FeedbackButton, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PronouncedSpeech, SPHERE-WUS, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| CIF | 57 of 100 | AsphaltPavementTypeCoordinates, BasicMotions, ButtonPress, FeedbackButton, FingerMovements, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PronouncedSpeech, SPHERE-WUS, SelfRegulationSCP2, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| ConvTran | 57 of 100 | Alzheimers, AsphaltPavementTypeCoordinates, ButtonPress, EigenWorms, FeedbackButton, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PhotoStimulation, PronouncedSpeech, SPHERE-WUS, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| DisjointCNN | 57 of 100 | AsphaltPavementTypeCoordinates, BasicMotions, ButtonPress, FeedbackButton, FingerMovements, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PronouncedSpeech, SPHERE-WUS, SelfRegulationSCP2, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| DrCIF | 57 of 100 | AsphaltPavementTypeCoordinates, BasicMotions, ButtonPress, FeedbackButton, FingerMovements, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PronouncedSpeech, SPHERE-WUS, SelfRegulationSCP2, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| STSF | 57 of 100 | AsphaltPavementTypeCoordinates, BasicMotions, ButtonPress, FeedbackButton, FingerMovements, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PronouncedSpeech, SPHERE-WUS, SelfRegulationSCP2, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| Summary | 57 of 100 | AsphaltPavementTypeCoordinates, BasicMotions, ButtonPress, FeedbackButton, FingerMovements, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PronouncedSpeech, SPHERE-WUS, SelfRegulationSCP2, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| TSF | 57 of 100 | AsphaltPavementTypeCoordinates, BasicMotions, ButtonPress, FeedbackButton, FingerMovements, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PronouncedSpeech, SPHERE-WUS, SelfRegulationSCP2, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| XCM | 57 of 100 | AsphaltPavementTypeCoordinates, BasicMotions, ButtonPress, FeedbackButton, FingerMovements, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, PronouncedSpeech, SPHERE-WUS, SelfRegulationSCP2, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
| TS2Vec | 56 of 100 | AsphaltPavementTypeCoordinates, BasicMotions, ButtonPress, FeedbackButton, FingerMovements, IRDS-EFL, IRDS-EFR, IRDS-SAL, IRDS-SAR, IRDS-SFE, IRDS-SFR, IRDS-STL, IRDS-STR, ImaginedFeetHands, InnerSpeech, KERAAL-CTK, KERAAL-CTK-MC, KERAAL-ELK, KERAAL-ELK-MC, KERAAL-RTK-MC, KIMORE-LA-C, KIMORE-Sq-C, KIMORE-TR-C, KINECAL-3WFV, KINECAL-GGFV, KINECAL-QSEC, LiveFuelMoistureContent_disc, Locust2022, PronouncedSpeech, SPHERE-WUS, SelfRegulationSCP2, UCDHE-MP, UCDHE-MP-MC, UCDHE-Rowing, UIPRMD-HS-C, UIPRMD-IL-C, UIPRMD-SASLR-C, UIPRMD-SL-C, UIPRMD-SSA-C, UIPRMD-SSE-C, UIPRMD-SSIER-C, UIPRMD-SSS-C, UIPRMD-STS-C, VisualSpeech |
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All three blocks are rebuilt with `python -m multiverse.experiments.tables`.
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