Align README to paper: 400 cases (243 sim + 157 real)
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README.md
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license: cc-by-sa-4.0
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---
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# Apple-Pi
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Full Apple-Pi benchmark: **
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## Folder structure
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```
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apple-pi/
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├── README.md
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├── croissant.json
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├──
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└── realworld_subset/ # 50 realworld cases
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```
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## Per-case contents
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**Simulation** (`sim_subset/<task>/<case_id>/`) — generated with **NVIDIA Isaac Sim** (rigid-body PhysX simulator):
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- `annotation.txt`, `physics_duration.txt`, `formula_info.json`
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- `initial_state/` (rgb_0000 + white-bg variants + instance segmentation + camera params)
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- `instantaneous_velocity/` (target-time velocity reference)
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- `rgb/0000.png ~ 00NN.png` (rendered video frames @ 24 fps)
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- `instance_segmentation/`, `mask/`, `velocity/`, `depth/`, `density/`, `camera_parameters/`
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**Realworld** (`realworld_subset/<category>/[<subcategory>/]<case_id>/`):
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- `annotation.txt`, `formula_info.json`, `physics_duration.txt`, `annotation_config.json`
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- `initial_state/` (first-frame extraction + variants)
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- `instance_segmentation/`, `mask/`, `instantaneous_velocity/`
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## Tasks
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**Simulation (9
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**Realworld (7 categories)**: NewtonsFirstLaw/AtRest, Gravity/{Freefall, Projectile}, ConservationofMomentum/{InelasticCollision, PerfectlyElasticCollision, PerfectlyInelasticCollision}, Composition.
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## Intended use
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Zero-shot evaluation of physics reasoning in image- and video-generation models
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## License
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license: cc-by-sa-4.0
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---
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# Apple-Pi (Full)
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Full release of the **Apple-Pi physics benchmark**: **400 cases (243 simulation + 157 realworld)** for evaluating physics reasoning in image and video generation models.
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## Folder structure
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```
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apple-pi-full/
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├── README.md
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├── croissant.json
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├── sim_subset/ # 243 simulation cases (9 single-task families + composition)
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└── realworld_subset/ # 157 realworld cases (7 physics categories)
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```
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## Per-case contents
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**Simulation** (`sim_subset/<task>/<case_id>/`) — generated with **NVIDIA Isaac Sim** (rigid-body PhysX simulator):
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- `annotation.txt`, `physics_duration.txt`, `formula_info.json`, `prompt.txt`
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- `initial_state/` (rgb_0000 + white-bg variants + instance segmentation + camera params)
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- `instantaneous_velocity/` (target-time velocity reference)
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- `rgb/0000.png ~ 00NN.png` (rendered video frames @ 24 fps)
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- `instance_segmentation/`, `mask/`, `velocity/`, `depth/`, `density/`, `camera_parameters/`
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**Realworld** (`realworld_subset/<category>/[<subcategory>/]<case_id>/`) — recorded under controlled laboratory conditions:
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- `annotation.txt`, `formula_info.json`, `physics_duration.txt`, `annotation_config.json`
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- `initial_state/` (first-frame extraction + variants)
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- `instance_segmentation/`, `mask/`, `instantaneous_velocity/`
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## Tasks
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**Simulation (9 single-task families + composition)**: at_rest, circular, freefall, inclined_plane, inelastic_collision, perfectly_elastic_collision, perfectly_inelastic_collision, projectile, uniform_linear, composition.
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**Realworld (7 physics categories)**: NewtonsFirstLaw/AtRest, Gravity/{Freefall, Projectile}, ConservationofMomentum/{InelasticCollision, PerfectlyElasticCollision, PerfectlyInelasticCollision}, Composition.
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## Intended use
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Zero-shot evaluation of physics reasoning in image- and video-generation models across perception, comprehension, and generation tracks. Not intended for training.
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## Companion repository
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A 100-case representative sample (50 simulation + 50 realworld) is also released for quick inspection at `AnonymousSubmitt/apple-pi`.
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## License
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