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Apple Pi Full dataset by AnonymousSubmitt
⭐ 59.4
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Dataset

Apple Pi Full

by AnonymousSubmitt hf-dataset--anonymoussubmitt--apple-pi-full
Free2AITools Nexus Index
59.4 Top 100%
S: Semantic 50
A: Authority 62
P: Popularity 52
R: Recency 91
Q: Quality 50
Tech Context
Vital Performance
0 DL / 30D
0.0%
Source →
Data Integrity 59.4 FNI Score
- Size
- Rows
Parquet Format
- Tokens
Dataset Information Summary
Entity Passport
Registry ID hf-dataset--anonymoussubmitt--apple-pi-full
License CC-BY-SA-4.0
Provider huggingface
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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 Knowledge Fortress}
}
APA Style
AnonymousSubmitt. (2026). Apple Pi Full [Dataset]. Free2AITools. https://huggingface.co/datasets/AnonymousSubmitt/apple-pi-full

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Full Specifications [+]

⚖ī¸ Free2AITools Nexus Index V2.0

Methodology Index Protocol
Semantic (S) 50
Authority (A) 62
Popularity (P) 52
Recency (R) 91
Quality (Q) 50

đŸ’Ŧ Index Insight

FNI V2.0 for Apple Pi Full: Semantic (S:50), Authority (A:62), Popularity (P:52), Recency (R:91), Quality (Q:50).

Free2AITools Nexus Index

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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/
├── README.md
├── croissant.json
├── 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>/) — 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>/) — 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 AnonymousSubmitt/apple-pi.

License

CC BY-SA 4.0

Citation

text 
[Anonymous] Apple-Pi: Physics Infographics Benchmark. 2026.

Social Proof

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🛡ī¸ Dataset Transparency Report

Technical metadata sourced from upstream repositories.

Open Metadata

🆔 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

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag

📊 Engagement & Metrics

downloads
37,253
stars
0
forks
null

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