datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
FloorplanQA-Layouts
FloorplanQA (Layouts Only)
This repository contains 2,000 JSON layouts used in the paper:
"FloorplanQA: A Benchmark for Spatial Reasoning in LLMs Using Structured Representations"
arXiv: https://arxiv.org/abs/2507.07644
Project Page: https://olddelorean.github.io/FloorplanQA/
Contents
600 synthetic kitchens
600 synthetic living rooms
600 synthetic bedrooms
200 layouts derived from HSSD-200
The release includes only the layouts.
Structure
layouts/… See the full description on the dataset page: https://huggingface.co/datasets/OldDelorean/FloorplanQA-Layouts.floorplans-cityscapes
Dataset Summary
This is a curated collection of floorplan images sourced from across the internet. It is intended for research in architectural AI, layout generation, and urban scene understanding.
Data format: Image files with associated integer labels.
Sources: Publicly available images from various web sources (This dataset is one unified collections).
Purpose: Educational and research use.
Dataset Structure
The dataset follows the standard Hugging Face Image… See the full description on the dataset page: https://huggingface.co/datasets/wheres-my-python/floorplans-cityscapes.rplan-floorplan-editedFloorPlan-VLN-RxRFloorplan_Dataset_22022024us-architectural-floorplan-sft
🏠 US Architectural Floor Plan SFT Dataset
A conversational (ChatML) dataset for training LLMs to generate residential floor plans following US architectural conventions and IRC (International Residential Code) standards.
Dataset Details
Size: 12,000 examples (11,500 train / 500 test)
Format: Conversational ChatML (messages column with system/user/assistant turns)
Language: English
License: Apache 2.0
Composition
Source
Count
Type… See the full description on the dataset page: https://huggingface.co/datasets/Nithins03/us-architectural-floorplan-sft.New_Floorplan_demo_datasetFloorPlan-VLN-R2Rfloorplan-room-segmentation
Floorplans Dataset
This dataset is derived from the Floorplans Diff dataset and has been curated by removing all unannotated images to ensure clean and consistent training data.
It is designed for semantic image segmentation, specifically focusing on identifying and segmenting rooms within floorplan images.
Each sample consists of an image paired with a corresponding segmentation mask, enabling models to learn pixel-level classification for the room class.
Origin
This… See the full description on the dataset page: https://huggingface.co/datasets/peaceAsh/floorplan-room-segmentation.floorplan-evacuation-simulation2floorplan-edit-instructions
Dataset Card for Floorplan Diff Instructions
Summary
This dataset contains textual instructions generated by LLMs that describe semantic and spatial differences between two floorplan images. The goal is to support tasks such as layout editing, design revision, and instruction-following fine-tuning.
Each sample pairs two floorplans—original and target—along with a natural language instruction that explains how to transform the original into the target.
Use… See the full description on the dataset page: https://huggingface.co/datasets/JoaoMigSilva/floorplan-edit-instructions.Floorplan_Dataset_21022024floorplan-aligned-strictFloorPlanCADfloorplan-vlm-sft-dataset-flat
FloorplanVLM SFT Dataset (Flat)
A flattened HuggingFace dataset optimized for Unsloth Studio and other tools requiring flat column formats for VLM fine-tuning.
This is the flat version of BinniesHK-AI/floorplan-vlm-sft-dataset, which uses a chat-based messages format.
Dataset Structure
Column
Type
Description
image
PIL.Image
Floor plan image (F1_scaled.png from CubiCasa5K)
instruction
str
Combined system + user prompt (single text field for training)… See the full description on the dataset page: https://huggingface.co/datasets/BinniesHK-AI/floorplan-vlm-sft-dataset-flat.masked-floorplans
Dataset Card for Masked Floorplans (Alpaca-style)
Summary
This dataset contains structured JSON representations of residential floorplans where one room has been removed (masked). Each example follows the Alpaca-style instruction format to fine-tune a language model to predict the missing room's geometric attributes based on a partial plan and a semantic conditioning signal.
Format
Each sample is a JSON object with the following fields:
instruction: A prompt… See the full description on the dataset page: https://huggingface.co/datasets/JoaoMigSilva/masked-floorplans.floorplan_dataset_images_10000_simple_labels
rPlan Floorplan Dataset (32x32)
Floorplan images from the rPlan dataset, resized to 32x32 pixels.
Stored as compressed Parquet with numpy arrays for efficient loading.
Dataset Format
Each sample contains:
id: Image identifier (string)
room_labels: 32x32 uint8 numpy array - basic room types (13 unique classes)
interior_mask: 32x32 uint8 numpy array - interior/exterior mask (255 = interior, 0 = exterior)
Room Color Mapping (13 Classes)
Class ID
Color… See the full description on the dataset page: https://huggingface.co/datasets/Cybernaut101/floorplan_dataset_images_10000_simple_labels.floorplansfloorplan_masksimmostage-floorplan-lorafloor-plans-dataset
Dataset Card for "floor-plans-dataset"
More Information needed
floorplans_subset_10000
rPlan Floorplan Dataset (32x32, 10K subset)
A subset of 10,000 floorplan images from the rPlan dataset, resized to 32x32 pixels.
Stored as compressed Parquet with numpy arrays for efficient loading.
Dataset Format
Each sample contains:
id: Image identifier (string)
room_instances: 32x32 uint8 numpy array - room instance segmentation (35 unique classes)
interior_mask: 32x32 uint8 numpy array - interior/exterior mask (255 = interior, 0 = exterior)
Room Instance… See the full description on the dataset page: https://huggingface.co/datasets/Cybernaut101/floorplans_subset_10000.floorplan_dataset_wilderfloorplan_dataset_wilder_minifloorplan_testFloorplan test dataset in lmms-lab/llava-bench-in-the-wild(https://huggingface.co/datasets/lmms-lab/llava-bench-in-the-wild) style
dataset_info:
features:
- name: question_id
dtype: int64
- name: question
dtype: string
- name: image
dtype: image
- name: caption
dtype: string
- name: gpt_answer
dtype: string
- name: category
dtype: string
- name: image_id
dtype: string
splits:
- name: test
num_bytes: 1570067990.0
num_examples: 90… See the full description on the dataset page: https://huggingface.co/datasets/Bleking/floorplan_test.floor-plans-dataset
Dataset Card for "floor-plans-dataset"
More Information needed
Floor_Plan_dataset
Dataset Card for "Pak_Law_QA"
from huggingface_hub import login
login()
from datasets import load_dataset
import os
# dataset = load_dataset("imagefolder", data_dir="/home/musab/Downloads/ROBIN/Dataset_3rooms/", split="train")
# from datasets import load_dataset
# Load dataset
data_dir = "/home/musab/Downloads/ROBIN/Dataset_3rooms/"
dataset = load_dataset("imagefolder", data_dir=data_dir, split="train")
# Define a function that will be applied to each item
def… See the full description on the dataset page: https://huggingface.co/datasets/DisgustingOzil/Floor_Plan_dataset.FloorPlanCAD-with-masksfloor-plans-datasetfloorplan_dataset_images_10000_simple_labels
rPlan Floorplan Dataset (16x16)
Floorplan images from the rPlan dataset, resized to 16x16 pixels.
Stored as compressed Parquet with numpy arrays for efficient loading.
Dataset Format
Each sample contains:
id: Image identifier (string)
room_labels: 16x16 uint8 numpy array - semantic room labels for residential spaces such as living room, kitchen, bathroom, bedroom, home office, accessible bathroom, winter garden, etc.
interior_mask: 16x16 uint8 numpy array -… See the full description on the dataset page: https://huggingface.co/datasets/Guntakin/floorplan_dataset_images_10000_simple_labels.