MTEB
huggingface.co/spaces/mteb/leaderboard
embedding tasks across retrieval, classification, clustering…
Updated 24 min ago · first seen 11 Sept 2026
bench_01M293SPFX6J8X5G34KRFZ8GAR
- Metric
- mean score
- Direction
- —
- Results
- 0
- Leader
- —
Leaderboard 0 current results
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No benchmark results recorded
Definition
- Category
- embeddings
Source:AI Atlas curated registry (YAML, versioned in git, every entry carries its source URL)T2observed 24 min agomedium
- Task
- embedding tasks across retrieval, classification, clustering…
Source:AI Atlas curated registry (YAML, versioned in git, every entry carries its source URL)T2observed 24 min agomedium
- Metric
- mean score
Source:AI Atlas curated registry (YAML, versioned in git, every entry carries its source URL)T2observed 24 min agomedium
- Paper
- https://arxiv.org/abs/2210.07316
Source:AI Atlas curated registry (YAML, versioned in git, every entry carries its source URL)T2observed 24 min agomedium
- Website
Source:AI Atlas curated registry (YAML, versioned in git, every entry carries its source URL)T2observed 24 min agomedium
Each value shows its source, tier and observation time. Missing rows mean no source stated them. How results are recorded →
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As of
Rewind the record: see this entity's attributes exactly as AI Atlas knew them on a given day.
Claim history
Categorycategory1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| embeddings | → current | current | AI Atlas curated registry (YAML, versioned in git, every entry carries its source URL)T2 | medium | curated |
Metricmetric1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| mean score | → current | current | AI Atlas curated registry (YAML, versioned in git, every entry carries its source URL)T2 | medium | curated |
Paperpaper1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| https://arxiv.org/abs/2210.07316 | → current | current | AI Atlas curated registry (YAML, versioned in git, every entry carries its source URL)T2 | medium | curated |
Tasktask1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| embedding tasks across retrieval, classification, clustering… | → current | current | AI Atlas curated registry (YAML, versioned in git, every entry carries its source URL)T2 | medium | curated |
Websitewebsite1
| Value | Valid from → to | Status | Source | Confidence | Extractor |
|---|---|---|---|---|---|
| https://huggingface.co/spaces/mteb/leaderboard | → current | current | AI Atlas curated registry (YAML, versioned in git, every entry carries its source URL)T2 | medium | curated |
Claims are temporal and append-only: a new observation closes the previous claim (valid_to) instead of overwriting it. Conflicting claims from different sources are kept side by side and flagged — never averaged. Methodology →
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