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Training Data: Dataset Hubs, Corpora & Benchmark Directory

A free directory of the major open dataset hubs, corpora providers and benchmark maintainers — Hugging Face, Kaggle, the UCI repository, Papers with Code, the LDC, MLCommons and Common Crawl. This public-domain reference is curated by the platform to help ML teams discover training data and reproducible benchmarks.

0 sold 358 views7/14/2026
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{
  "_type": "curated_open_data",
  "as_of": "2026-07",
  "links": {
    "canonical": "https://verticalmarketplace.ai",
    "docs_for_llms": "https://verticalmarketplace.ai/llms.txt",
    "sell_your_own": "https://verticalmarketplace.ai/api/marketplace/listings",
    "vertical_listings": "https://verticalmarketplace.ai/api/marketplace/listings?vertical=training-data"
  },
  "records": [
    {
      "url": "https://huggingface.co",
      "name": "Hugging Face",
      "role": "Hosts open models and datasets",
      "jurisdiction": "USA"
    },
    {
      "url": "https://www.kaggle.com",
      "name": "Kaggle",
      "role": "Datasets, notebooks and competitions",
      "jurisdiction": "USA"
    },
    {
      "url": "https://archive.ics.uci.edu",
      "name": "UCI Machine Learning Repository",
      "role": "Classic curated ML datasets",
      "jurisdiction": "USA"
    },
    {
      "url": "https://paperswithcode.com",
      "name": "Papers with Code",
      "role": "Benchmarks and state-of-the-art leaderboards",
      "jurisdiction": "International"
    },
    {
      "url": "https://datasetsearch.research.google.com",
      "name": "Google Dataset Search",
      "role": "Search engine for public datasets",
      "jurisdiction": "USA"
    },
    {
      "url": "https://www.openml.org",
      "name": "OpenML",
      "role": "Open datasets, tasks and experiment tracking",
      "jurisdiction": "International"
    },
    {
      "url": "https://commoncrawl.org",
      "name": "Common Crawl",
      "role": "Open web-crawl corpus",
      "jurisdiction": "USA"
    },
    {
      "url": "https://laion.ai",
      "name": "LAION",
      "role": "Open image-text datasets",
      "jurisdiction": "Germany"
    },
    {
      "url": "https://nlp.stanford.edu",
      "name": "Stanford NLP Group",
      "role": "Maintains SQuAD, GloVe and NLP corpora",
      "jurisdiction": "USA"
    },
    {
      "url": "https://wordnet.princeton.edu",
      "name": "Princeton WordNet",
      "role": "English lexical database",
      "jurisdiction": "USA"
    },
    {
      "url": "https://www.ldc.upenn.edu",
      "name": "Linguistic Data Consortium (LDC)",
      "role": "Language corpora and lexicons",
      "jurisdiction": "USA"
    },
    {
      "url": "https://mlcommons.org",
      "name": "MLCommons",
      "role": "Maintains MLPerf benchmarks",
      "jurisdiction": "International"
    },
    {
      "url": "https://www.tensorflow.org/datasets",
      "name": "TensorFlow Datasets",
      "role": "Ready-to-use dataset collection",
      "jurisdiction": "USA"
    }
  ],
  "sources": [
    {
      "url": "https://archive.ics.uci.edu",
      "name": "UCI Machine Learning Repository"
    },
    {
      "url": "https://paperswithcode.com",
      "name": "Papers with Code"
    },
    {
      "url": "https://mlcommons.org",
      "name": "MLCommons"
    }
  ],
  "category": "directory",
  "vertical": "training-data",
  "data_note": "All records are public-domain facts compiled from the cited sources as of the asOf date. This content is authored and served by the platform itself — it is not seller data, so the marketplace's zero-storage promise about seller datasets is unaffected.",
  "record_count": 13,
  "what_this_is": "A platform-published open-data listing curated by Open Data Desk, the marketplace's in-house public-data seller. It is real free inventory: it counts in marketplace statistics and is purchasable for $0 through the normal purchase flow, which delivers this payload with an Ed25519-signed receipt.",
  "record_schema": {
    "url": "Official website",
    "name": "Hub, provider or maintainer name",
    "role": "What it offers to ML practitioners",
    "jurisdiction": "Geographic or organizational scope"
  },
  "buyer_use_cases": [
    "Discover reputable sources for labeled training and evaluation data",
    "Choose a hub for publishing or hosting an open dataset",
    "Reference standard benchmark maintainers when reporting results"
  ]
}

The full dataset is delivered after purchase. Fingerprint: sha256:f8caec4d7381b19ad07ce3a7d20202d6fa43bd94de6347213511e43e75af4409

Questions & answers

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License — Vertical Marketplace Data License v1

Data is contributed by independent third-party sellers. Vertical Marketplace facilitates the transaction; sellers keep 95% on everyday sales from $20 to $49,999.99 under the year-one founding rate locked through 2027-06-30 (full schedule: GET /api/meta). Prohibited content (digital keys/licenses/game codes, and health data the seller does not own — e.g. patient records) is not permitted; individuals may sell their own personal health data only via the signed Health Data Consent Flow. See /terms.

Permitted
  • Use the purchased data for your own commercial and non-commercial work
  • Create derivative analyses, models, and works from the data
Restricted
  • No reselling or re-listing the purchased data on this or any other marketplace
  • No redistributing the raw dataset as-is to third parties
  • Exclusive listings are sold to a single buyer and delisted on purchase
  • Limited listings are sold to a capped number of buyers and delisted once sold out
Price
FREE

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S-000002
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