Mteb

Fix

* fix: Added the necessary trust_remote_code (1406) ([`fd8b283`](https://github.com/embeddings-benchmark/mteb/commit/fd8b283e41b555f648d7046e084bcde7af28baf5))

Fix

* fix: Add the_ugly_duckling.txt for speedtask to Python wheel (1402)

Add the_ugly_duckling.txt for speedtask to Python wheel ([`b1a0ec6`](https://github.com/embeddings-benchmark/mteb/commit/b1a0ec67ffcd41bdb7085c8ee995214eb5c5cee6))

Feature

* feat: Standardize descriptive stats (1375)

* init

* mock tests

* remove debug prints

* remove descriptive stats and move to n_samples

* fix typo

* fix create task table

* fix citations

* remove n_samples

* metadata per task

* add test

* reformat task table

* add n_samples property

* fix tests

* rename total_symbols to number_of_characters

* Update mteb/abstasks/AbsTaskRetrieval.py

Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsengmail.com>

* rename in tests

* lint

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Co-authored-by: Kenneth Enevoldsen <kennethcenevoldsengmail.com> ([`2854fa2`](https://github.com/embeddings-benchmark/mteb/commit/2854fa2149d301f6c654c492030d7b5dbf66964f))

Unknown

* Update tasks table ([`537b974`](https://github.com/embeddings-benchmark/mteb/commit/537b974dfcbf958c7e6292dde9bb2f816342a20f))

Fix

* fix: Disable `rich` output with `verbosity=0` on `evaluation.run` (1395)

* feat: verbose=0 now supress rich console output

* fix: removed unnecesary list comprenhension ([`1bb1ca3`](https://github.com/embeddings-benchmark/mteb/commit/1bb1ca34fbf220c07d67443ba37f49fa16291b04))

Fix

* fix: Update logging verbosity levels in MTEB (1384)

* Fix verbosity handling in MTEB.py for consistent logging

* updates

* update docstrings

* linting code ([`35daf58`](https://github.com/embeddings-benchmark/mteb/commit/35daf58578870678eb08e3d6230ad516c01fec83))

Fix

* fix: Leaderboard UI improvements (1370)

* Added elementary search bar with RegEx functionality

* Improved layout

* Table improvements, adjusted column width and added links

* Update benchmark filter description

Co-authored-by: Isaac Chung <chungisaac1217gmail.com>

* Added instructions on multiple search queries

Co-authored-by: Isaac Chung <chungisaac1217gmail.com>

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Co-authored-by: Isaac Chung <chungisaac1217gmail.com> ([`92fe9cb`](https://github.com/embeddings-benchmark/mteb/commit/92fe9cbd6bde7800a987185f0e91bc23ad8c2eb6))