datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
InternVL-Performancefannie-mae-loan-performancetransformersjs-performance-leaderboard-resultsperformance-dataset-bo10kperformance-dataset-bo767alinaboulsi_digital-marketing-performance-dataset
Digital Marketing Performance Dataset
A Synthetic, Benchmark-Based Dataset for Multi-Platform Marketing Analytics & BI
Dataset Info
Source: Kaggle
Original Size: 1.83 MB
Kaggle Downloads: 145
Files: 3
Files
README_DATASET.md
data_dictionary.csv
digital_marketing_dataset_30k.csv
Mirrored from Kaggle
human_performance_dataset
Human performance dataset
Piano MIDI dataset used for training and evaluation. Layout and processing:
Source: MAESTRO (or similar) with a prompt (or user_prompt) per piece.
Augmentation: dataset_preprocess/augment_dataset.py adds pitch/time/velocity variants; output CSV lists originals and augmented files.
Grouping: dataset_preprocess/group_dataset.py copies MIDIs into grouped/ as composer/genre/filename.mid (and augmented/composer/genre/ for augmented). Genre is taken from the… See the full description on the dataset page: https://huggingface.co/datasets/cnmat/human_performance_dataset.pgsql-performance-rawsolverport-solver-performance
SolverPort Solver Performance Dataset
Solver benchmark results across 8 solvers and 10 optimization problem families.
Metrics per Run
Runtime (seconds)
Optimality gap (%)
Feasibility status
Time to first feasible solution
Best bound and gap improvement rate
Search speed
PAR10 penalty score
Oracle regret vs best solver
Solvers Profiled
CP-SAT, HiGHS, CBC, SCIP, GLPK, Gurobi, MiniZinc, ALNS
Files
{instance_id}_performance.json — full… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/solverport-solver-performance.fannie-mae-loan-performance-rawperformance-trackingstudent_performance
Student performance
The Student performance dataset from Kaggle.
Configuration
Task
Description
encoding
Encoding dictionary showing original values of encoded features.
math
Binary classification
Has the student passed the math exam?
writing
Binary classification
Has the student passed the writing exam?
reading
Binary classification
Has the student passed the reading exam?
Usage
from datasets importload_dataset
dataset =… See the full description on the dataset page: https://huggingface.co/datasets/mstz/student_performance.image-deblurring-performance-analysisfrontierco-solver-performance
frontierco-solver-performance
Solver performance benchmark dataset produced by the FrontierCO Solver Arena.
Source
Built on profiles aligned with CO-Bench/FrontierCO.
Contents
Field
Description
instance_id
Unique instance identifier
problem_type
One of 8 CO problems
size
small / medium / large
difficulty
easy / hard
time_budget_sec
10 / 30 / 60 / 300
solver_id
One of 13 solvers
optimality_gap_pct
Gap to known optimum… See the full description on the dataset page: https://huggingface.co/datasets/alirezaaminzadeh/frontierco-solver-performance.Performance-Marketing-Data
Performance Marketing Expert Dataset
Dataset Description
This dataset contains comprehensive performance marketing knowledge and logical reasoning patterns for Meta (Facebook/Instagram), Google Ads, and TikTok advertising platforms. It's designed for fine-tuning language models to understand brand verticals, performance marketing strategies, and develop reasoning capacity for creating winning ad campaigns.
Dataset Structure
Each example follows an… See the full description on the dataset page: https://huggingface.co/datasets/Sri-Vigneshwar-DJ/Performance-Marketing-Data.korean-embedding-performance-v1-performance-1m
Korean Embedding Performance v1 — 1M
Qwen3-Embedding-8B의 한국어 retrieval data-scale 실험을 위한 정확히
1,000,000-row 연구·비상업 contrastive dataset이다. release_eligible: false, 통합
라이선스 other이며 upstream source 조건을 재허가하지 않는다.
구성
계열
Rows
비율
역할
nlpai-lab/ko-triplet-v1.0
600,254
60.03%
넓은 한국어 QA/retrieval core
F2 Korean QA/instruction
287,000
28.70%
webfaq, mqa, koalpaca, realQA, komagpie
F2 retrieval task train-family
4,146
0.41%
MIRACL, MrTidy, MLDR
F2 PAWS-X… See the full description on the dataset page: https://huggingface.co/datasets/LLM-OS-Models/korean-embedding-performance-v1-performance-1m.effective-performance-measurement
Effective Performance Measurement: KPI Extraction Datasets
This dataset repository accompanies the ACL 2026 (Industry Track) paper: "Effective Performance Measurement: Challenges and Opportunities in KPI Extraction from Earnings Calls".
It contains three novel benchmarks and a prediction set designed to evaluate the extraction of Key Performance Indicators (KPIs) from unstructured financial texts, specifically comparing highly regulated SEC filings to conversational earnings calls.… See the full description on the dataset page: https://huggingface.co/datasets/AAU-NLP/effective-performance-measurement.korean-embedding-performance-v1-ablation-200k
Korean Embedding Performance v1 — Ablation 200K
Qwen3-Embedding-8B의 한국어 retrieval continued fine-tuning에서 LoRA/DoRA/부분 및
full fine-tuning, loss, hard-negative 전략을 비교하기 위한 200,000-row 연구·비상업
성능 데이터다. release_eligible: false이며 통합 라이선스는 other다. upstream
source별 조건을 재허가하지 않는다.
구성
계열
Rows
역할
nlpai-lab/ko-triplet-v1.0@1f5d72d
100,254
넓은 한국어 QA/retrieval core
F2 Korean QA/instruction
68,000
webfaq, mqa, koalpaca, realQA, komagpie
F2 retrieval task… See the full description on the dataset page: https://huggingface.co/datasets/LLM-OS-Models/korean-embedding-performance-v1-ablation-200k.frequency_determines_performanceFrequency estimation results and tagged samples: counts_and_indices.zip contains all the result jsons (for the estimated frequencies for image-only, text-only and image-text searches) and the sample indices that are tagged to each concept for the LAION400m/LAION-Aesthetics datasets.
Constructed dictionaries and other pretraining and downstream data artefacts: Due to the large size of all our data artefacts, we release our dictionaries and other feature artefacts as split files of a 110GB… See the full description on the dataset page: https://huggingface.co/datasets/bethgelab/frequency_determines_performance.korean-embedding-performance-v1-pilot-50k
Korean Embedding Performance v1 — Pilot 50K
주의: 이 revision은 공개 benchmark 성능 후보 학습에 사용하면 안 된다.
사후 15-task exact text-hash 감사에서 평가 query 고유 hash 4개가 확인됐다.
파이프라인·최적화 진단과 contamination ablation에만 남기며, 교체본은
ablation-200k이다.
Qwen3-Embedding 계열의 한국어 retrieval 성능 실험을 위한 50,000-row 연구용
contrastive dataset이다. 각 row는 instruction-aware query, positive passage 1개,
hard/easy negative passage 1–7개를 ms-swift embedding message schema로 저장한다.
사용 조건과 공개 범위
이 저장소의 통합 라이선스는 other다.… See the full description on the dataset page: https://huggingface.co/datasets/LLM-OS-Models/korean-embedding-performance-v1-pilot-50k.student-performance
Student Performance Synthetic Dataset v2
A reproducible, explicitly structured synthetic high-school student dataset for machine-learning benchmarking, data-engineering tests, educational analytics method development, and controlled fairness experiments.
Scope and non-claims
The data are entirely synthetic. Generator parameters are designed for internal coherence and are not calibrated to a specific real school system, demographic population, causal effect, or… See the full description on the dataset page: https://huggingface.co/datasets/neuralsorcerer/student-performance.fbref_football_player_performance_2024-2025
FBref Football Player Performance Dataset (2024-2025 Season)
Dataset Description
This dataset contains comprehensive performance statistics for 2273 professional football players during the 2024-2025 season. Sourced from FBref, it includes both traditional metrics (goals, assists) and advanced analytics (xG, xAG, progressive actions) across top European leagues.
Curated by: FBref
License: Publicly available football statistics (check FBref terms for redistribution)… See the full description on the dataset page: https://huggingface.co/datasets/alaa1234ah/fbref_football_player_performance_2024-2025.student-performance-factors-analysis-michael-ozon🎓 Student Performance Factors — EDA & Insights
Michael Ozon — Assignment #1 (EDA & Dataset)
Reichman University – Data Science Course
🎥 Presentation Video
https://drive.google.com/drive/folders/1cAXLzcZflMgv12EDlVTeQoKxzVumOjbd?usp=drive_link
📌 Project Overview
This project explores the Student Performance Factors dataset, containing 6,607 student records and 20 academic, behavioral, lifestyle, and demographic features.
The goal of this Exploratory Data Analysis (EDA) is to understand which… See the full description on the dataset page: https://huggingface.co/datasets/michaelozon/student-performance-factors-analysis-michael-ozon.transformersjs-performance-leaderboard-results-dev2b2b-digital-marketing-performance-benchmarks
B2B & Ecommerce Performance Marketing Benchmarks
Maintained and published by Datametrik — Performance Marketing and Growth Agency.
marketing-campaign-performance-200k
Marketing Campaign Performance Dataset (200k)
Mirror de Kaggle: Marketing Campaign Performance Dataset (manishabhatt22), 200.000 filas de campañas de marketing (verificado: rango de fechas 2021-01-01 a 2021-12-31, no dos años como dice la card de Kaggle). Subido aquí para poder cargarlo con datasets.load_dataset() sin credenciales de Kaggle.
Contenido
data/marketing_campaign_dataset.csv — 200.000 filas, ~27 MB, 16 columnas.
data/data_dictionary.md — descripción… See the full description on the dataset page: https://huggingface.co/datasets/federicomoreno/marketing-campaign-performance-200k.LLM_Fine-Tuning_Performance
LLM Fine-Tuning Performance Benchmark Dataset
Dataset Summary
This dataset contains performance benchmarks for Large Language Model (LLM) fine-tuning across various hardware and software configurations. It includes throughput measurements (tokens per second) for 959 valid configurations, collected over 1000 GPU hours on a Kubernetes cluster. The dataset is designed for research on predictive performance modeling, specifically for evaluating methods that handle Categorical… See the full description on the dataset page: https://huggingface.co/datasets/ibm-research/LLM_Fine-Tuning_Performance.fbref_football_player_performance_2024-2025
FBref Football Player Performance Dataset (2024-2025 Season)
Dataset Description
This dataset contains comprehensive performance statistics for 2273 professional football players during the 2024-2025 season. Sourced from FBref, it includes both traditional metrics (goals, assists) and advanced analytics (xG, xAG, progressive actions) across top European leagues.
Curated by: FBref
License: Publicly available football statistics (check FBref terms for redistribution)… See the full description on the dataset page: https://huggingface.co/datasets/3zden/fbref_football_player_performance_2024-2025.paragru-performance-audit-embeddingskorean-embedding-performance-v1-sionic-retrieval-train-family-4146
Korean Sionic Retrieval Train-Family 4,146
F2LLM-v2가 공개한 Korean MIRACL, MrTidy, MLDR train-family row만 1M
decontaminated curriculum에서 lossless 추출한 target-adaptation dataset이다. 공개
evaluation query는 포함하지 않으며 current-student HN7 mining 전의 source artifact다.
구성과 목적
source
rows
역할
f2_miracl_ko_train
700
MIRACL Korean retrieval train-family
f2_mrtidy_korean_train
1,200
MrTidy Korean train
f2_mldr_ko_train
2,246
MLDR Korean long-document train-family
합계
4… See the full description on the dataset page: https://huggingface.co/datasets/LLM-OS-Models/korean-embedding-performance-v1-sionic-retrieval-train-family-4146.