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2.12.22
2.12.22 (2026-04-18)
Fix
- fix: KeyError on aggregated tasks with eval_langs (#4439)
Fix KeyError on aggregated tasks with dict eval_langs
When aggregated tasks (e.g. VisualSTS17Multilingual) have eval_langs
as a dict, hf_subsets_to_langscripts lacks a "default" key. The
aggregated score uses "default" as subset, causing a KeyError in
TaskResult.from_task_results. Fall back to collecting all languages
from the mapping when the subset key is missing.
Closes #4437
Co-authored-by: Claude Opus 4.6 (1M context) <noreply@anthropic.com> (5fc2867)
Unknown
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Fix: apply skip_first_result when computing hit_rate metric (#4427)
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Fix skip_first_result not applied to hit_rate metric
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lint
Co-authored-by: Rakshitha Ireddi <rakshithaireddi@Rakshithas-MacBook-Pro.local>
Co-authored-by: Roman Solomatin <36135455+Samoed@users.noreply.github.com> (8570b74)
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[MVEB] Adding MUSIC-AVQA Task (Clustering) (#4426)
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[MVEB] Adding MUSIC-AVQA Task (Clustering)
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simplify description (
04f2f4b) -
[MVEB] Add Breakfast video classification task (#4431)
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[MVEB] Add Breakfast video classification task\n\nAdd BreakfastClassification task for the Breakfast Actions dataset (Kuehne et al., CVPR 2014). The dataset contains 433 videos of 10 breakfast-related activities recorded in 18 kitchens. Uses 5-fold cross-validation since the dataset only has a test split.\n\nRandom baseline accuracy: 0.1247 (near-random for 10 classes).\n\nAddresses part of #4130 (MVEB Overview - Classification).
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lint
Co-authored-by: Yashwanth Devavarapu <yashwanthdevavarapu@Yashwanths-MacBook-Pro.local>
Co-authored-by: Roman Solomatin <36135455+Samoed@users.noreply.github.com> (98d682c)
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Add ActivityNet_Captions_val2 video retrieval tasks (V2T and T2V) (#4429)
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Add ActivityNet_Captions_val2 video retrieval tasks (V2T and T2V)
Made-with: Cursor
- Fix all sort order for isort-style linting (RUF033)
Made-with: Cursor
- Update mteb/tasks/retrieval/eng/activitynet_captions_t2v_retrieval.py
Co-authored-by: Roman Solomatin <samoed.roman@gmail.com>
- Consolidate ActivityNet Captions retrieval tasks into a single file
Made-with: Cursor
Co-authored-by: Roman Solomatin <samoed.roman@gmail.com> (7539339)
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add mteb/DiDeMo dataset (#4425)
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add mteb/MSVD dataset
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add mteb/DiDeMo dataset
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add comb
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update
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Consolidate DiDeMo retrieval tasks into a single file
Merge 4 separate DiDeMo task files into didemo_retrieval.py with a
shared _load_didemo helper, reducing duplication while preserving
all task names and metadata.
Made-with: Cursor
- Remove unused Dataset import from didemo_retrieval
Made-with: Cursor (2e00e5b)
- add mteb/TUNA-Bench_1K dataset (#4428)
Add TUNA-Bench_1K video retrieval tasks (V2T and T2V)
Made-with: Cursor (b14dcc5)
- Update vllm_wrapper.py (#4418)
fix compatibility with newer vllm versions (5ef64c3)