Use Parquet image configs
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README.md
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configs:
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- config_name: size_variation
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data_files: size_variation.tsv
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sep: "\t"
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default: true
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- config_name: phase_variation
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data_files: phase_variation.
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- config_name: contrastive_probing
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data_files: contrastive_probing.
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---
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# SpatialTunnel
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SpatialTunnel is a Blender-rendered diagnostic dataset for studying how vision-language models represent spatial relations internally. It was introduced in **Why Far Looks Up: Probing Spatial Representation in Vision-Language Models** ([arXiv:2605.30161](https://arxiv.org/abs/2605.30161)).
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- [Project page](https://cheolhong0916.github.io/whyfarlooksup.github.io/)
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- [Contrastive-probing code](https://github.com/cheolhong0916/contrastive-probing)
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- [SpatialTunnel generation code](https://github.com/cube-c/spatialtunnel-dataset-gen)
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## Dataset
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| Config | File | Rows | Description |
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|---|---|---|---|
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| `
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| `contrastive_probing` | `contrastive_probing.
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## Format
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All
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| Column | Description |
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|---|---|
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| `index` | Row index within the selected config. |
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| `image` |
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| `question` | Spatial question to ask the model. |
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| `answer` | Ground-truth answer for the row. |
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---
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## Citation
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---
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configs:
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- config_name: phase_variation
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data_files: phase_variation.parquet
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default: true
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- config_name: size_variation
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data_files: size_variation.parquet
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- config_name: contrastive_probing
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data_files: contrastive_probing.parquet
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dataset_info:
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features:
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- name: index
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dtype: int64
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- name: image
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dtype: image
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- name: question
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dtype: string
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- name: answer
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dtype: string
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---
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# SpatialTunnel
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SpatialTunnel is a Blender-rendered diagnostic dataset for studying how vision-language models represent spatial relations internally. It was introduced in **Why Far Looks Up: Probing Spatial Representation in Vision-Language Models** ([arXiv:2605.30161](https://arxiv.org/abs/2605.30161)).
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## Resources
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- [Project page](https://cheolhong0916.github.io/whyfarlooksup.github.io/)
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- [Contrastive-probing code](https://github.com/cheolhong0916/contrastive-probing)
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- [SpatialTunnel generation code](https://github.com/cube-c/spatialtunnel-dataset-gen)
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## Dataset Configurations
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| Config | File | Rows | Description |
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| `phase_variation` | `phase_variation.parquet` | 3,072 | Distance questions with controlled angular-position variation. |
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| `size_variation` | `size_variation.parquet` | 1,100 | Distance questions under controlled object-size variation. |
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| `contrastive_probing` | `contrastive_probing.parquet` | 1,200 | Balanced spatial-relation questions for contrastive probing. |
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## Format
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All configurations use Parquet files with the following columns:
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| Column | Description |
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|---|---|
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| `index` | Row index within the selected config. |
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| `image` | PNG image stored as a Hugging Face `Image` feature. |
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| `question` | Spatial question to ask the model. |
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| `answer` | Ground-truth answer for the row. |
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`contrastive_probing.tsv` is a TSV file for compatibility with the [contrastive-probing code](https://github.com/cheolhong0916/contrastive-probing).
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---
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## Citation
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size_variation.tsv → contrastive_probing.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:d038a88d11fb4e8b4f2ac95222dbbddf19a24a6a3676c6a9bc4608bbec9b6280
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size 380592883
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contrastive_probing.tsv
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version https://git-lfs.github.com/spec/v1
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oid sha256:
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size
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version https://git-lfs.github.com/spec/v1
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oid sha256:f08c3b8d126f6d2fcfae751eb682ff56d510091209040e03e78a37edc5eecfcc
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size 507548511
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phase_variation.tsv → phase_variation.parquet
RENAMED
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@@ -1,3 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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-
oid sha256:
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-
size
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version https://git-lfs.github.com/spec/v1
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oid sha256:92671c021ca0e0a1e84a652f1d4ec48fbec78daf665aa9ebd1aeb871c5ae98d2
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size 971229673
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size_variation.parquet
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version https://git-lfs.github.com/spec/v1
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oid sha256:9586383fe63e41619dd95acc1163ec56508bc970e59587125e7437b623989471
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size 347935357
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