graph
Datasets
All datasets matching “graph”neural-graphics-dataset
Neural Graphics Dataset
A compact collection of reference image sequences with accompanying motion, depth, and related rendering data, designed for training, validation, and evaluation of neural graphics models.
It is intended for use with models in the Neural Graphics Model Gym, including:
Neural Super Sampling (NSS)
Neural Frame Rate Upscaling (NFRU)
The dataset is intended as a small, practical example dataset for tutorials and experimentation. For best performance in… See the full description on the dataset page: https://huggingface.co/datasets/Arm/neural-graphics-dataset.GenPoster100K
Dataset Card for GenPoster100K
Dataset Summary
GenPoster-100K is a large-scale dataset for content-aware graphic layout generation introduced in the SEGA paper.
The paper describes it as a high-quality poster dataset with layer-parseable source materials and rich metadata.
This repository provides a Hugging Face datasets loader implementation that reads the source release (BruceW91/GenPoster-100K) and exposes normalized examples with:
poster background image… See the full description on the dataset page: https://huggingface.co/datasets/creative-graphic-design/GenPoster100K.graphkind-universos
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Abstract
We classify the operators under which the color refinement (1-WL)
profile of a graph is invariant, inside a parametric family of
observation universes (f, ι) — f compresses neighborhood counts
and ι is an involution. The engine proposed and verified that the
color refinement partition is complement-invariant (call it T4; the
conjecture mechanism was human-built), verified it on 2,131… See the full description on the dataset page: https://huggingface.co/datasets/Jose-dev/graphkind-universos.graphwalks
GraphWalks: a multi hop reasoning long context benchmark
In Graphwalks, the model is given a graph represented by its edge list and asked to perform an operation.
Example prompt:
You will be given a graph as a list of directed edges. All nodes are at least degree 1.
You will also get a description of an operation to perform on the graph.
Your job is to execute the operation on the graph and return the set of nodes that the operation results in.
If asked for a breadth-first… See the full description on the dataset page: https://huggingface.co/datasets/openai/graphwalks.PubLayNet
Dataset Card for PubLayNet
Dataset Summary
PubLayNet is a large document layout analysis dataset built by automatically matching XML representations and PDF content from more than one million PubMed Central Open Access articles. It contains more than 360,000 document images with COCO-style annotations for common layout elements such as text, title, list, table, and figure regions.
Supported Tasks and Leaderboards
The dataset supports document… See the full description on the dataset page: https://huggingface.co/datasets/creative-graphic-design/PubLayNet.graph_ghost_data