datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
po_qwen14b_tabular_data
BoLT Prompt Optimization — Tabular Dataset
For prompt optimization tasks in BoLT, an accessible benchmark for black-box optimization on LLM tasks.
Dataset Description
The dataset covers 5,014 evaluated instructions. Each row is a candidate system-prompt instruction paired with its empirically measured MATH-500 (4-shot, non-thinking mode) scores.
Evaluation details:
Model: Qwen/Qwen3-14B
Task: minerva_math500 (4-shot) (from lm-eval library)
System prompt:… See the full description on the dataset page: https://huggingface.co/datasets/chewwt/po_qwen14b_tabular_data.tabularbenchtabular-benchmark
Tabular Benchmark
Dataset Description
This dataset is a curation of various datasets from openML and is curated to benchmark performance of various machine learning algorithms.
Repository: https://github.com/LeoGrin/tabular-benchmark/community
Paper: https://hal.archives-ouvertes.fr/hal-03723551v2/document
Dataset Summary
Benchmark made of curation of various tabular data learning tasks, including:
Regression from Numerical and Categorical Features… See the full description on the dataset page: https://huggingface.co/datasets/inria-soda/tabular-benchmark.machinelearninglm-scm-synthetic-tabularml
MachineLearningLM Pretraining Corpus
This repository contains the pretraining corpus for MachineLearningLM, a framework designed to equip large language models (LLMs) with robust in-context machine learning (ML) capabilities. The dataset consists of ML tasks synthesized from millions of structural causal models (SCMs), spanning various shot counts up to 1,024. It is designed to enable LLMs to learn from many in-context examples on standard ML tasks purely via in-context learning… See the full description on the dataset page: https://huggingface.co/datasets/MachineLearningLM/machinelearninglm-scm-synthetic-tabularml.tabular-benchmark-797-classificationtabular-logs-and-datasetsTALENT
Benchmark Dataset for "A Closer Look at Deep Learning on Tabular Data"
This repository contains supplemental datasets for the paper "A Closer Look at Deep Learning on Tabular Data". The datasets are provided in two zip files: benchmark_dataset.zip and training_dynamic_informations.zip.
1. benchmark_dataset.zip
This zip file contains all the tabular datasets used in the paper. Each dataset is stored in a separate subfolder named after the dataset. Each dataset folder… See the full description on the dataset page: https://huggingface.co/datasets/LAMDA-Tabular/TALENT.tcga-tabular-open
TCGA Tabular (Open Access)
Open-access TCGA data from the NCI Genomic Data Commons (GDC). Covers
all 33 TCGA projects.
This view presents one HuggingFace subset per (project, table). See the [tcga-patients-open][patients] companion for a per-row view of the same underlying data.
Generated: 2026-08-14 01:41:46 UTC
Schema: derived from the [GDC Data Dictionary][gdc-dict].
GDC data release: Data Release 45.0 - December 04, 2025
Data model
Where the data… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-tabular-open.tabular-benchmark
Tabular Benchmark
Dataset Description
This dataset is a curation of various datasets from openML and is curated to benchmark performance of various machine learning algorithms.
Repository: https://github.com/LeoGrin/tabular-benchmark/community
Paper: https://hal.archives-ouvertes.fr/hal-03723551v2/document
Dataset Summary
Benchmark made of curation of various tabular data learning tasks, including:
Regression from Numerical and Categorical Features… See the full description on the dataset page: https://huggingface.co/datasets/polinaeterna/tabular-benchmark.tabular-data-wf9uh
Tabular Data Wf9Uh
This dataset is part of the Roboflow 100 benchmark, a diverse collection of 100 object detection datasets spanning 7 imagery domains.
Dataset Statistics
Split
Images
Train
3,251
Validation
409
Test
206
Total
3,866
Classes (12)
bold_parent_row
bold_row
closure_row
column
direct_children
non_bold_parent_row
non_bold_row
parent_column
prime_parent
sub_row
table
Usage
With LibreYOLO
from libreyolo… See the full description on the dataset page: https://huggingface.co/datasets/LibreYOLO/tabular-data-wf9uh.tcga-brca-tabular-open
TCGA-BRCA — Tabular (Open Access)
Open-access TCGA-BRCA data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 03:47:01 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-brca-tabular-open.demo-tabular-benchmarks
📊 Carla HQ Tabular Foundation Model Benchmarks
Centralized benchmark repository of canonical tabular datasets curated for Carla HQ and TabICL (In-Context Learning foundation models for tabular data).
Each dataset is hosted as an independent subset/config with native Parquet storage, schema qualities, OpenML source links, and synchronized Google Sheets for live spreadsheet experimentation.
🚀 Quickstart & Download Options
Option 1: Using… See the full description on the dataset page: https://huggingface.co/datasets/carlahq/demo-tabular-benchmarks.CausalArena
CausalArena public release
This repository contains the public CausalArena dataset release: executable SCMs, selected result tables, and real-data source indices.
What is included
scm/: the public half of each generated SCM family: 500 synthetic SCM configurations, 50 semantic SCMs, and 50 formula-grounded SCMs. Released SCMs include both observation-only and observation-plus-intervention exports.
scm/{semantic,formula}/artifacts/: per-scenario graph, generator… See the full description on the dataset page: https://huggingface.co/datasets/LAMDA-Tabular/CausalArena.tcga-tgct-tabular-open
TCGA-TGCT — Tabular (Open Access)
Open-access TCGA-TGCT data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 04:21:25 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-tgct-tabular-open.multitask-tabular-datasetsThis is a port of the Multi-Label Classification Dataset Repository (link).
We convert the datasets from there to simple csvs, resulting in 32 csvs (many of their mulan files fail to parse into python for us)
The targets in each csv are labeled with the suffix __target
Dataset
Domain
m
d
q
Card
Dens
Div
avgIR
rDep
m×q×d
0
3s-bbc1000
Text
352
1000
6
1.125
0.188
0.234
1.718
0.733
2.11e+06
1
3s-guardian1000
Text
302
1000
6
1.126
0.188
0.219
1.773
0.667
1.81e+06
2
3s-inter3000… See the full description on the dataset page: https://huggingface.co/datasets/imodels/multitask-tabular-datasets.Artistic_Landscape
Artistic Landscape Dataset
Welcome to the Artistic Landscape.
Overview
Artistic Landscape is a curated collection of synthetically generated imagery designed to explore conceptual combinations across a wide variety of art styles, media, and visual characteristics. It is intended to be exploratory in scope, comparative across many aesthetic dimensions, and practical for downstream research workflows where a large, structured visual vocabulary is useful.
In total, we used… See the full description on the dataset page: https://huggingface.co/datasets/tabularisai/Artistic_Landscape.tcga-acc-tabular-open
TCGA-ACC — Tabular (Open Access)
Open-access TCGA-ACC data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 03:44:59 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-acc-tabular-open.tcga-read-tabular-open
TCGA-READ — Tabular (Open Access)
Open-access TCGA-READ data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 04:16:05 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-read-tabular-open.demo-tabular-benchmark-containers
📦 Carla HQ — Tabular Benchmark CuratedContainers
Centralized repository of Data Foundry CuratedContainers curated for Carla HQ, TabICLv2, and the next generation of Tabular Foundation Models (TabPFN, EXAONE, Google TabFM).
Each container directory provides:
Columnar Parquet Data (dataset.parquet): Clean, type-normalized, and validated tabular dataset binary.
Standardized Task Molds (task_metadata.predictive-ml-task-mold-v1.json): Problem definitions, target attributes, and… See the full description on the dataset page: https://huggingface.co/datasets/carlahq/demo-tabular-benchmark-containers.IFT-Data-For-Tabular-Taskstcga-kich-tabular-open
TCGA-KICH — Tabular (Open Access)
Open-access TCGA-KICH data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 03:58:23 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-kich-tabular-open.tcga-dlbc-tabular-open
TCGA-DLBC — Tabular (Open Access)
Open-access TCGA-DLBC data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 03:53:50 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-dlbc-tabular-open.tcga-paad-tabular-open
TCGA-PAAD — Tabular (Open Access)
Open-access TCGA-PAAD data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 04:12:24 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-paad-tabular-open.tcga-laml-tabular-open
TCGA-LAML — Tabular (Open Access)
Open-access TCGA-LAML data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 04:02:09 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-laml-tabular-open.tcga-pcpg-tabular-open
TCGA-PCPG — Tabular (Open Access)
Open-access TCGA-PCPG data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 04:13:13 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-pcpg-tabular-open.tcga-ucs-tabular-open
TCGA-UCS — Tabular (Open Access)
Open-access TCGA-UCS data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 04:27:02 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-ucs-tabular-open.tcga-uvm-tabular-open
TCGA-UVM — Tabular (Open Access)
Open-access TCGA-UVM data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 04:27:20 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-uvm-tabular-open.tcga-thym-tabular-open
TCGA-THYM — Tabular (Open Access)
Open-access TCGA-THYM data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 04:24:24 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-thym-tabular-open.tcga-chol-tabular-open
TCGA-CHOL — Tabular (Open Access)
Open-access TCGA-CHOL data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 03:38:00 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-chol-tabular-open.tcga-esca-tabular-open
TCGA-ESCA — Tabular (Open Access)
Open-access TCGA-ESCA data from the NCI Genomic Data Commons, reshaped into one table per GDC data_type. Clinical, biospecimen and every open molecular modality for this cohort, in one place, queryable without downloading a single .tar or parsing a single TSV.
GDC data release: Data Release 46.0 - August 10, 2026
Built: 2026-09-12 03:54:06 UTC
Scope: one TCGA project — see [the family][repo] for the others
from datasets import load_dataset… See the full description on the dataset page: https://huggingface.co/datasets/gabrielaltay/tcga-esca-tabular-open.