πŸ“Š
Apple Pi Full dataset by AnonymousSubmitt
⭐ 59.4
πŸ“Š
Dataset

Apple Pi Full

by AnonymousSubmitt anonymoussubmitt/apple-pi-full
Free2AITools Nexus Index
59.4
S: Semantic 50

Query-time baseline · scored live at search

A: Authority 62
P: Popularity 53
R: Recency 84
Q: Quality 50
Tech Context
Vital Performance —
Source β†’
Data Integrity 59.4 FNI Score
- Size
- Rows
- Tokens
Dataset Information Summary
Entity Passport
Registry ID anonymoussubmitt/apple-pi-full
License CC-BY-SA-4.0
Provider huggingface
πŸ“œ

Cite this dataset

Academic & Research Attribution

BibTeX 
@misc{hf_dataset_anonymoussubmitt_apple_pi_full,
  author = {AnonymousSubmitt},
  title = {Apple Pi Full Dataset},
  year = {2026},
  howpublished = {\url{https://huggingface.co/datasets/AnonymousSubmitt/apple-pi-full}},
  note = {Accessed via Free2AITools.}
}
APA Style
AnonymousSubmitt. (2026). Apple Pi Full [Dataset]. Free2AITools. https://huggingface.co/datasets/AnonymousSubmitt/apple-pi-full

πŸ”¬Technical Deep Dive

Full Specifications [+]

βš–οΈ Free2AITools Nexus Index V2.0

Methodology How FNI works
Semantic (S) 50

Query-time baseline · scored live at search

Authority (A) 62
Popularity (P) 53
Recency (R) 84
Quality (Q) 50

πŸ’¬ Index Insight

FNI V2.0 for Apple Pi Full: Authority (A:62), Popularity (P:53), Recency (R:84), Quality (Q:50). Semantic (S) is a query-time baseline scored live at search.

Free2AITools Nexus Index

Data Sources / Provenance

HuggingFace API GitHub Metadata Arxiv Citation DB Methodology
Open data Updated: Live data
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Downloads
43,100

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Dataset Specification

Apple-Pi (Full)

Full release of the Apple-Pi physics benchmark: 400 cases (243 simulation + 157 realworld) for evaluating physics reasoning in image and video generation models.

Folder structure

text 
apple-pi-full/
β”œβ”€β”€ README.md
β”œβ”€β”€ croissant.json
β”œβ”€β”€ sim_subset/         # 243 simulation cases (10 physics tasks)
└── realworld_subset/   # 157 realworld cases (7 physics categories)

Per-case contents

Simulation (sim_subset/<task>/<case_id>/) β€” generated with NVIDIA Isaac Sim (rigid-body PhysX simulator):

  • annotation.txt, physics_duration.txt, formula_info.json, prompt.txt
  • initial_state/ (rgb_0000 + white-bg variants + instance segmentation + camera params)
  • instantaneous_velocity/ (target-time velocity reference)
  • rgb/0000.png ~ 00NN.png (rendered video frames @ 24 fps)
  • instance_segmentation/, mask/, velocity/, depth/, density/, camera_parameters/

Realworld (realworld_subset/<category>/[<subcategory>/]<case_id>/) β€” recorded under controlled laboratory conditions:

  • annotation.txt, formula_info.json, physics_duration.txt, annotation_config.json
  • initial_state/ (first-frame extraction + variants)
  • instance_segmentation/, mask/, instantaneous_velocity/
  • rgb/video.mp4

Tasks

Simulation (10 physics tasks): at_rest, circular, freefall, inclined_plane, inelastic_collision, perfectly_elastic_collision, perfectly_inelastic_collision, projectile, uniform_linear, composition.

Realworld (7 physics categories): NewtonsFirstLaw/AtRest, Gravity/{Freefall, Projectile}, ConservationofMomentum/{InelasticCollision, PerfectlyElasticCollision, PerfectlyInelasticCollision}, Composition.

Intended use

Zero-shot evaluation of physics reasoning in image- and video-generation models across perception, comprehension, and generation tracks. Not intended for training.

Companion repository

A 100-case representative sample (50 simulation + 50 realworld) is also released for quick inspection at `Anonym

Social Proof

HuggingFace Hub
43.1KDownloads
Hub Discussions
πŸ€— Data Source: Hugging Face β†—
πŸ”„ Updated daily

Source summary: Based on Hugging Face metadata. Not a recommendation.

πŸ“Š FNI Methodology πŸ“š Knowledge Baseℹ️ Verify with original source

πŸ›‘οΈ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

πŸ†” Identity & Source

id
hf-dataset--anonymoussubmitt--apple-pi-full
slug
anonymoussubmitt--apple-pi-full
source
huggingface
author
AnonymousSubmitt
license
CC-BY-SA-4.0
tags
license:cc-by-sa-4.0, region:us

βš™οΈ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

πŸ“Š Engagement & Metrics

downloads
43,100
stars
null
forks
null

Data indexed from public sources. Updated daily.