Update README.md

# FysicsReason

FysicsReason is a five-task multimodal benchmark for physical reasoning over images, audio, and video. This release contains only the `data/` directory. Each task is provided as a parquet file under `task{1..5}/`, together with its linked media files. Media paths in the parquet files are relative to the dataset root (for example, `data/task2/media/...`), so consumers should resolve them from the directory containing this `data/` folder.

| Task | Samples | Input | Prediction target |
| --- | ---: | --- | --- |
| task1 | 562 | Image and text question | Target quantity and final answer |
| task2 | 779 | Image, scene audio, and text question | Object bounding box and answer option |
| task3 | 250 | Video and multiple-choice text question | Evidence interval and answer option |
| task4 | 350 | Two object images, object audio, and text question | Property, materials, and selected object |
| task5 | 387 | Video and text question | Physical property and numerical answer |

`index` is the stable, zero-based row identifier for each task. Evaluation records can use `task_source` and `index` to identify a sample. Task2 provides either `question1`/`question2` or a complete `question`; task3 and task5 provide the complete text question, and task2/task3 retain their answer options for reproducing text prompts.

Inference results on this data can be evaluated by following the workflow in the [FysicsReason repository](https://github.com/Fysics-AI/FysicsReason).

README.md

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 - benchmark
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----
+---
+# Dataset Card for Dataset Name
+
+<!-- Provide a quick summary of the dataset. -->
+
+This dataset card aims to be a base template for new datasets. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/datasetcard_template.md?plain=1).
+
+## Dataset Details
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+### Dataset Description
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+<!-- Provide a longer summary of what this dataset is. -->
+
+
+
+- **Curated by:** [More Information Needed]
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+### Dataset Sources [optional]
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+<!-- Provide the basic links for the dataset. -->
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+- **Repository:** [More Information Needed]
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+## Uses
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+<!-- Address questions around how the dataset is intended to be used. -->
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+### Direct Use
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+<!-- This section describes suitable use cases for the dataset. -->
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+[More Information Needed]
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+### Out-of-Scope Use
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+<!-- This section addresses misuse, malicious use, and uses that the dataset will not work well for. -->
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+[More Information Needed]
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+## Dataset Structure
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+<!-- This section provides a description of the dataset fields, and additional information about the dataset structure such as criteria used to create the splits, relationships between data points, etc. -->
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+## Dataset Creation
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+### Curation Rationale
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+<!-- Motivation for the creation of this dataset. -->
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+[More Information Needed]
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+### Source Data
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+<!-- This section describes the source data (e.g. news text and headlines, social media posts, translated sentences, ...). -->
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+#### Data Collection and Processing
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+[More Information Needed]
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+#### Who are the source data producers?
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+<!-- This section describes the people or systems who originally created the data. It should also include self-reported demographic or identity information for the source data creators if this information is available. -->
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+[More Information Needed]
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+### Annotations [optional]
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+<!-- If the dataset contains annotations which are not part of the initial data collection, use this section to describe them. -->
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+#### Annotation process
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+<!-- This section describes the annotation process such as annotation tools used in the process, the amount of data annotated, annotation guidelines provided to the annotators, interannotator statistics, annotation validation, etc. -->
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+[More Information Needed]
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+#### Who are the annotators?
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+#### Personal and Sensitive Information
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+<!-- State whether the dataset contains data that might be considered personal, sensitive, or private (e.g., data that reveals addresses, uniquely identifiable names or aliases, racial or ethnic origins, sexual orientations, religious beliefs, political opinions, financial or health data, etc.). If efforts were made to anonymize the data, describe the anonymization process. -->
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+[More Information Needed]
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+## Bias, Risks, and Limitations
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+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
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+### Recommendations
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+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
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+Users should be made aware of the risks, biases and limitations of the dataset. More information needed for further recommendations.
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+## Citation [optional]
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+<!-- If there is a paper or blog post introducing the dataset, the APA and Bibtex information for that should go in this section. -->
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+**BibTeX:**
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+## Glossary [optional]
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