diff --git a/README.md b/README.md
index 4f15269..5da26b9 100644
--- a/README.md
+++ b/README.md
@@ -17,7 +17,7 @@
·
Leaderboard
·
- Experiments
+ Evaluation
·
Classifiers
·
@@ -29,10 +29,11 @@ This repository is for accessing, benchmarking, and extending this new archive.
It brings together datasets, published results, reproducible evaluation workflows, and leaderboard infrastructure in one place. The aim is to make it easier to:
-- access benchmark datasets for multivariate time series
- classification,
-- load data into Python workflows,
-- explore and compare against published results,
+- access the multiverse , a collection of benchmark
+ datasets for multivariate time series
+ classification,
+- explore and compare against published results of
+ classification algorithms,
- reproduce baseline experiments,
- evaluate new classifiers consistently,
- and contribute new algorithms and results back to
diff --git a/docs/contributing.md b/docs/contributing.md
new file mode 100644
index 0000000..568414e
--- /dev/null
+++ b/docs/contributing.md
@@ -0,0 +1,3 @@
+# Contributing
+
+Coming soon
diff --git a/docs/results.md b/docs/results.md
new file mode 100644
index 0000000..7587453
--- /dev/null
+++ b/docs/results.md
@@ -0,0 +1,8 @@
+## Results for multiverse datasets
+
+Results used in bake offs are available on timeseriesclassification.com and
+obtainable in code with aeon.
+
+You can explore and download these results interactively on the COMING SOON website.
+
+Raw spreadsheets are in the results directory.
diff --git a/experiments/run_benchmark.py b/multiverse/experiments/run_benchmark.py
similarity index 100%
rename from experiments/run_benchmark.py
rename to multiverse/experiments/run_benchmark.py
diff --git a/experiments/run_single_dataset.py b/multiverse/experiments/run_single_dataset.py
similarity index 100%
rename from experiments/run_single_dataset.py
rename to multiverse/experiments/run_single_dataset.py
diff --git a/results/README.md b/results/README.md
deleted file mode 100644
index 017999f..0000000
--- a/results/README.md
+++ /dev/null
@@ -1,11 +0,0 @@
-# Results
-
-Submitted results live under:
-
-`results/submitted///`
-
-Each submission must include:
-- `metrics.csv`
-- `run-metadata.json`
-
-See `results/schema.md` for details.
diff --git a/results/schema.md b/results/schema.md
deleted file mode 100644
index 6401e39..0000000
--- a/results/schema.md
+++ /dev/null
@@ -1,46 +0,0 @@
-# Result submission schema
-
-## Required files
-
-Each submission folder must contain:
-
-- `metrics.csv`
-- `run-metadata.json`
-
-Folder structure:
-
-`results/submitted///`
-
-Example:
-
-`results/submitted/example_algo/multiverse-v1.0.0/metrics.csv`
-
-## metrics.csv
-
-Required columns:
-- `dataset`
-- `metric` (for example `accuracy`)
-- `score` (numeric)
-- `split` (`test` or `resamples`)
-
-Optional columns (recommended):
-- `fit_seconds`
-- `score_seconds`
-- `notes`
-
-## run-metadata.json
-
-Must include:
-- `algorithm`
-- `archive_version`
-- `evaluation_regime` (for example `default_split` or `resamples`)
-- `software` (a dict of package versions)
-- `hardware` (free text is acceptable)
-- `command` (how you ran the experiment)
-- `git_commit` (commit hash of the code used to produce the results)
-
-## Reproducibility
-
-- Do not tune on the test split.
-- If you use per-dataset hyperparameters, state the policy in `notes`.
-- If you use resamples, include mean and standard deviation in `metrics.csv` or provide an additional summary file.
diff --git a/results/submitted/example_algo/multiverse-v1.0.0/metrics.csv b/results/submitted/example_algo/multiverse-v1.0.0/metrics.csv
deleted file mode 100644
index 4424b05..0000000
--- a/results/submitted/example_algo/multiverse-v1.0.0/metrics.csv
+++ /dev/null
@@ -1,3 +0,0 @@
-dataset,metric,score,split,notes
-BasicMotions,accuracy,0.975,test,example submission on default split
-NATOPS,accuracy,0.910,test,example submission on default split
diff --git a/results/submitted/example_algo/multiverse-v1.0.0/run-metadata.json b/results/submitted/example_algo/multiverse-v1.0.0/run-metadata.json
deleted file mode 100644
index 16848b5..0000000
--- a/results/submitted/example_algo/multiverse-v1.0.0/run-metadata.json
+++ /dev/null
@@ -1,13 +0,0 @@
-{
- "algorithm": "example_algo",
- "archive_version": "multiverse-v1.0.0",
- "evaluation_regime": "default_split",
- "software": {
- "python": "3.11",
- "aeon": "REPLACE_ME",
- "multiverse-archive": "0.1.0"
- },
- "hardware": "REPLACE_ME",
- "command": "python experiments/run_benchmark.py --datasets BasicMotions,NATOPS --out results.csv",
- "git_commit": "REPLACE_ME"
-}