datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
FL-MedClsBench
FL-MedClsBench
Beyond Synthetic Splits: A Benchmark for Federated Learning on Real-World Medical Data Classification
FL-MedClsBench is a comprehensive federated learning benchmark covering 10 multi-center medical datasets across diverse imaging modalities. Unlike existing benchmarks that rely on synthetic data partitioning, FL-MedClsBench uses naturally distributed multi-center clinical data to evaluate federated and personalized federated learning methods under realistic… See the full description on the dataset page: https://huggingface.co/datasets/FL-MedClsBench/FL-MedClsBench.My-Saved-FLPs-FLMs-FSCs-And-MoreDISC-Med-SFTThis is a repository containing a subset of the DISC-Med-SFT Dataset.
Check DISC-MedLLM for more information.
MedRCubeMedRCube: A Multidimensional Framework for Fine-Grained and In-Depth Evaluation of MLLMs in Medical Imaging.
This loader discovers all `test.json` files under the dataset directory and emits a single `test` split.
Notes:
- Each example is multiple-choice VQA with 4 options (A-D).
- For license-restricted sources, images are not redistributed; those examples have `restricted=True` and `image=None`.flm_dataset
FPT University Curriculum RAG Chunks (v1)
Bộ dữ liệu đã được parse + clean + chunk từ các file flm_data_*.json để dùng cho RAG, semantic search và metadata filtering.
Phiên bản này tập trung vào data chuẩn hóa (chưa bao gồm retrieval runtime).
Nguồn dữ liệu
Nguồn gốc: dữ liệu curriculum/syllabus được thu thập từ FLM.
Input gốc: 15 file JSON trong thư mục data/.
Thời điểm tạo bản này: xem generated_at trong manifest.json.
Cấu trúc thư mục… See the full description on the dataset page: https://huggingface.co/datasets/huyvux3005/flm_dataset.kl3m-data-pacer-flmb
KL3M Data Project
Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.
Description
This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.
Dataset Details
Format: Parquet… See the full description on the dataset page: https://huggingface.co/datasets/alea-institute/kl3m-data-pacer-flmb.FL-MedClsBench
FL-MedClsBench — Representative Sample
Beyond Synthetic Splits: A Benchmark for Federated Learning on Real-World Medical Data Classification
This is a representative sample of the full FL-MedClsBench dataset (>14 GB).
Sampling Methodology
Images: 5 samples randomly selected per client (seed=42)
FL-BCa (3D NIfTI MRI): 2 volumes per center
FL-ECG (HDF5 ECG signals): full dataset included (~7 GB, 3 files)
Metadata: All CSV split files (train/val/test × 3 seeds)… See the full description on the dataset page: https://huggingface.co/datasets/ccbi/FL-MedClsBench.kl3m-data-pacer-flmd
KL3M Data Project
Note: This page provides general information about the KL3M Data Project. Additional details specific to this dataset will be added in future updates. For complete information, please visit the GitHub repository or refer to the KL3M Data Project paper.
Description
This dataset is part of the ALEA Institute's KL3M Data Project, which provides copyright-clean training resources for large language models.
Dataset Details
Format: Parquet… See the full description on the dataset page: https://huggingface.co/datasets/alea-institute/kl3m-data-pacer-flmd.FL-MedClsBench-sample
FL-MedClsBench — Representative Sample
Beyond Synthetic Splits: A Benchmark for Federated Learning on Real-World Medical Data Classification
This is a representative sample of the full FL-MedClsBench dataset (>14 GB).
Sampling Methodology
Images: 5 samples randomly selected per client (seed=42)
FL-BCa (3D NIfTI MRI): 2 volumes per center
FL-ECG (HDF5 ECG signals): full dataset included (~7 GB, 3 files)
Metadata: All CSV split files (train/val/test × 3 seeds) included in… See the full description on the dataset page: https://huggingface.co/datasets/FL-MedClsBench/FL-MedClsBench-sample.OKVQA_FLMR_preprocessed_dataFL-med-syn0-switzerland-instructionFLM-Datadflash-flm-regen-qwen3-8bFL-med-syn0-cleveland-instructionOKVQA_FLMR_preprocessed_GoogleSearch_passagesFL-med-syn1-switzerland-balanced-instructionFL-med-syn1-hungarian-balanced-instructionFL-med-syn0-hungarian-instructionmove_hand_alohaFL-med-syn1-balanced-instructionFLM-Data