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Browse files- .gitattributes +5 -0
- README.md +108 -0
- all.jsonl +3 -0
- sup.jsonl +3 -0
- sup_fp.jsonl +3 -0
- twi.jsonl +3 -0
- twi_fp.jsonl +3 -0
.gitattributes
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# Video files - compressed
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*.mp4 filter=lfs diff=lfs merge=lfs -text
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all.jsonl filter=lfs diff=lfs merge=lfs -text
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sup.jsonl filter=lfs diff=lfs merge=lfs -text
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sup_fp.jsonl filter=lfs diff=lfs merge=lfs -text
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twi.jsonl filter=lfs diff=lfs merge=lfs -text
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twi_fp.jsonl filter=lfs diff=lfs merge=lfs -text
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README.md
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---
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pretty_name: SABmark
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language:
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- en
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tags:
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- protein
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- sequence-alignment
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- structural-biology
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task_categories:
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- other
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configs:
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- config_name: twi
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description: Twilight subset (<25% identity)
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data_files:
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- split: test
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path: twi.jsonl
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- config_name: sup
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description: Superfamilies subset
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data_files:
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- split: test
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path: sup.jsonl
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- config_name: twi_fp
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description: Twilight with added false positives
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data_files:
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- split: test
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path: twi_fp.jsonl
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- config_name: sup_fp
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description: Superfamilies with added false positives
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data_files:
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- split: test
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path: sup_fp.jsonl
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- config_name: all
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description: All subsets combined
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data_files:
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- split: test
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path: all.jsonl
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---
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# SABmark (Hugging Face Port)
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Benchmark for protein sequence alignment under remote homology.
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## Subsets
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- `sup`: low-to-intermediate identity
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- `twi`: very low identity (<25%)
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- `sup_fp`: superfamilies with added false positives
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- `twi_fp`: twilight with added false positives
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- `all`: union of the above
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## Features
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- `pair_id`, `group_id`, `set_name`
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- `seq1_id`, `seq2_id`, `seq1`, `seq2`
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- `ref_alignment`: list of index pairs `[[i, j], ...]` (0-based)
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- `percent_identity`, `scop_labels`, `meta`
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## Usage
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```python
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from datasets import load_dataset
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ds = load_dataset("DeepFoldProtein/SABmark", name="twi", split="test")
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ex = ds[0]
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print(ex["seq1"], ex["seq2"], ex["ref_alignment"][:5])
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```
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## Citation
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Please cite:
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```bibtex
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@article{VanWalle2004SABmark,
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title={SABmark---a benchmark for sequence alignment that covers the entire known fold space},
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author={Van Walle, Ivan and Lasters, Ignace and Wyns, Lode},
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journal={Bioinformatics},
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volume={21},
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number={7},
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pages={1267--1268},
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year={2004},
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publisher={Oxford University Press},
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DOI = {10.1093/bioinformatics/bth493}
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}
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```
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---
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### `dataset_infos.json` — stub (optional but nice)
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```json
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{
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"twi": {
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"description": "SABmark Twilight subset (<25% identity).",
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"features": {
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"pair_id": {"dtype": "string", "_type": "Value"},
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"group_id": {"dtype": "string", "_type": "Value"},
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"set_name": {"names": ["twi", "sup", "twi_fp", "sup_fp"], "_type": "ClassLabel"},
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"seq1_id": {"dtype": "string", "_type": "Value"},
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"seq2_id": {"dtype": "string", "_type": "Value"},
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"seq1": {"dtype": "string", "_type": "Value"},
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"seq2": {"dtype": "string", "_type": "Value"},
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"ref_alignment": {"feature": {"feature": {"dtype": "int32", "_type": "Value"}, "_type": "Sequence"}, "_type": "Sequence"},
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"percent_identity": {"dtype": "float32", "_type": "Value"},
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"scop_labels": {"feature": {"dtype": "string", "_type": "Value"}, "_type": "Sequence"},
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"meta": {"dtype": "string", "_type": "Value"}
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}
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}
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}
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```
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all.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:1b0863790fa7b33c08b0491f1ee7f416e278638b4d44fc74d875f40acbdec732
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size 189426438
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sup.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:c1d7e8aa674c9ab2ce37d93bebd5827e5a36d8e8274a8e6f110429eb4ff94ee4
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size 34267232
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sup_fp.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:033bce7dcd8cd62a4ae6d6f1c2464bb6e538862110bae3ce57b7f294ecd51e95
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size 91766962
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twi.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:64e52244a97ee7c47247fa6200c80bffd58f84a95656c3c9ab4e7882fc77db30
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size 15791859
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twi_fp.jsonl
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version https://git-lfs.github.com/spec/v1
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oid sha256:35e650744daaafda19f1348397d8c3fd972c8883ed5c87e0c3bf947b72681bf4
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size 47600385
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