datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
prof_report__wavymulder-Analog-Diffusion__multi__24
Dataset Card for "prof_report__wavymulder-Analog-Diffusion__multi__24"
More Information needed
synthetic-analog-gauges
Synthetic Analog Gauges Dataset v2.0
Version: v2.0Images: 10,000 synthetic industrial gauge imagesSplits: train=8,000, val=1,000, test=1,000Resolution: 640x640 JPEGAnnotations: COCO detection/regression + semantic segmentation PNG masks + per-image metadata
What Is New In v2.0
This release is the final photorealistic industrial-background version of the VKR synthetic analog gauges dataset.
Key additions compared with the older public release:
Real generated industrial… See the full description on the dataset page: https://huggingface.co/datasets/Mileeena/synthetic-analog-gauges.AnalogRetriever-data
AnalogRetriever data — ICCAD 2026
English | 简体中文
Refined MASALA-CHAI triplets accompanying AnalogRetriever: Learning Cross-Modal
Representations for Analog Circuit Retrieval (ICCAD 2026).
Paper ·
Code ·
Final checkpoint ·
Reproducibility notes
Version selection
Use only iccad2026/ for the ICCAD final release. This folder contains 6,371
schematics, 6,371 SPICE netlists and 6,371 descriptions with matching numeric IDs.
The release data revision is… See the full description on the dataset page: https://huggingface.co/datasets/eulermaxwell/AnalogRetriever-data.1M-synthetic-analog-clocksliterary-analogy
NuBerea/literary-analogy
An access-controlled registry of attested literary analogies and narrative
parallels in the Hebrew Bible. It represents parallel loci, their passage
members and spans, structured scholarly attestations, and an explicitly
provisional verse-alignment surface.
The registered NuBerea tools expose four governed query views: passage profiles,
pair alignments, parallel-family browsing, and attestation provenance. Internal
bookkeeping and annotation configs are… See the full description on the dataset page: https://huggingface.co/datasets/NuBerea/literary-analogy.Mars-Analog-Dunes-10
Mars-Analog-Dunes-10 Dataset
Dataset Description
Mars-Analog-Dunes-10 is a curated remote sensing dataset designed for Earth-Mars Comparative Planetology. It contains high-quality satellite imagery of Earth's sand dunes that serve as morphological analogs to features found on Mars.
Key Features
Mars Analog Focus: Selected from Earth regions (e.g., deserts in China, Africa) known for their similarity to Martian geomorphology.
10 Fine-Grained Classes:… See the full description on the dataset page: https://huggingface.co/datasets/Keiyoo/Mars-Analog-Dunes-10.synthetic-analog-clocks-v2prof_images_blip__wavymulder-Analog-Diffusion
Dataset Card for "prof_images_blip__wavymulder-Analog-Diffusion"
More Information needed
analogy_questions[Analogy Question](https://aclanthology.org/2021.acl-long.280/)analogical_math_rag_results_3analogical_math_rag_results_5Analogist
Analogist: Out-of-the-box Visual In-Context Learning with Image Diffusion Model.
Zheng Gu, Shiyuan Yang, Jing Liao, Jing Huo, Yang Gao.
Project page
All the image datasets can be achieved through this link. Please put them in a datasets folder. We also provide the GPT-4V prompts that we used in our experiments. Please see the *_gpt4_out.txt files. The data structure is as follows:
Analogist
├── datasets
│ ├── low_level_tasks_processed
│ │ ├── ...
│ │ ├── *_gpt4_out.txt
│ ├──… See the full description on the dataset page: https://huggingface.co/datasets/picana/Analogist.analogical_math_rag_results_4analogical_math_rag_results_3_temporalanalogygenreading-analog-gauge
Dataset for Reading Analog Dial
dataset found at Synanthropic/reading-analog-dial
This is the dataset used to train the model for reading analog dial found at: demo
Setup dataset for model training
there are two datasets, corner and keypoint
download dataset
unzip one of (corner, keypoint)
edit make-dataset.py and set variable srcdir to one of corner or keypoint
run script
train your model
analog-circuits-sky130
Dataset Card for Analog SPICE Circuits on SKY130
130,409 ngspice-simulated SPICE netlists on the open-source SkyWater SKY130 PDK, unified from three upstream sources into a single HuggingFace-loadable schema with deterministic topology-aware train/validation/test splits. Designed as a supervised (SPICE netlist → performance metrics) corpus for training of models for analog circuit design.
Fully open toolchain. Analog-EDA datasets commonly require a commercial SPICE simulator and/or… See the full description on the dataset page: https://huggingface.co/datasets/pphilip/analog-circuits-sky130.analogy_questions_private[Analogy Question](https://aclanthology.org/2021.acl-long.280/)task1156_bard_analogical_reasoning_tools
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1156_bard_analogical_reasoning_tools
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1156_bard_analogical_reasoning_tools.analogical_math_rag_results_6task1157_bard_analogical_reasoning_rooms_for_containers
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1157_bard_analogical_reasoning_rooms_for_containers
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1157_bard_analogical_reasoning_rooms_for_containers.task1158_bard_analogical_reasoning_manipulating_items
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1158_bard_analogical_reasoning_manipulating_items
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1158_bard_analogical_reasoning_manipulating_items.task1154_bard_analogical_reasoning_travel
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1154_bard_analogical_reasoning_travel
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1154_bard_analogical_reasoning_travel.google-analogy-dataset
Google Analogy Dataset (Columnized)
This is a columnized version of the Google analogy dataset by Mikolov et al. (2013):
https://github.com/nicholas-leonard/word2vec/blob/master/questions-words.txt
The dataset contains word analogy questions grouped by subjects such as:
capital-common-countries (e.g., Athens Greece Tokyo Japan)
currency (e.g., USA dollar Japan yen)
gram3-comparative (e.g., big bigger cold colder)
The original dataset is widely used in word embedding evaluation… See the full description on the dataset page: https://huggingface.co/datasets/almogtavor/google-analogy-dataset.task1152_bard_analogical_reasoning_causation
Dataset Card for Natural Instructions (https://github.com/allenai/natural-instructions) Task: task1152_bard_analogical_reasoning_causation
Additional Information
Citation Information
The following paper introduces the corpus in detail. If you use the corpus in published work, please cite it:
@misc{wang2022supernaturalinstructionsgeneralizationdeclarativeinstructions,
title={Super-NaturalInstructions: Generalization via Declarative Instructions on 1600+ NLP… See the full description on the dataset page: https://huggingface.co/datasets/Lots-of-LoRAs/task1152_bard_analogical_reasoning_causation.CFE_Benchmark
CFE: Classroom Final Exam
CFE (Classroom Final Exam) is a multimodal benchmark for evaluating the reasoning capabilities of large language models across more than 20 STEM domains. CFE is curated from repeatedly used, authentic university homework and exam problems, together with reference solutions provided by course instructors.
📄 Paper: arXiv:2602.19517
Benchmark Overview
CFE presents a significant challenge even for frontier models: the newly released… See the full description on the dataset page: https://huggingface.co/datasets/analogyai/CFE_Benchmark.analog-circuits-sky130
Dataset Card for Analog SPICE Circuits on SKY130
130,409 ngspice-simulated SPICE netlists on the open-source SkyWater SKY130 PDK, unified from three upstream sources into a single HuggingFace-loadable schema with deterministic topology-aware train/validation/test splits. Designed as a supervised (SPICE netlist → performance metrics) corpus for training of models for analog circuit design.
Fully open toolchain. Analog-EDA datasets commonly require a commercial SPICE simulator… See the full description on the dataset page: https://huggingface.co/datasets/gcSniper2/analog-circuits-sky130.analog-circuits-sky130
Dataset Card for Analog SPICE Circuits on SKY130
130,409 ngspice-simulated SPICE netlists on the open-source SkyWater SKY130 PDK, unified from three upstream sources into a single HuggingFace-loadable schema with deterministic topology-aware train/validation/test splits. Designed as a supervised (SPICE netlist → performance metrics) corpus for training of models for analog circuit design.
Fully open toolchain. Analog-EDA datasets commonly require a commercial SPICE simulator and/or… See the full description on the dataset page: https://huggingface.co/datasets/introvoyz041/analog-circuits-sky130.analogical_math_rag_resultsdataset-splits-analog-dial-gauge-reading