Update data splits and README
Browse files- README.md +6 -8
- metadata.csv +2 -2
README.md
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@@ -79,12 +79,12 @@ The dataset provides predefined train, validation, and test partitions. Complexe
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| Split | Complexes | Share |
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| train |
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| validation |
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| test |
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| deleaked |
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| total | 306,137 | 100.00% |
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| usable benchmark |
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The usable benchmark consists of the train, validation, and test partitions only.
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The resulting Foldseek interface-similarity graph was thresholded using the PINDER clustering threshold of 0.70, and weighted asynchronous label propagation was used to assign chain-interface cluster labels. Each complex was assigned to a paired-interface cluster defined by its target-side and binder-side interface cluster identifiers. Train, validation, and test assignment was performed at the paired-interface-cluster level.
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After holdout clusters were selected, PINDER’s depth-2 transitive deleaking logic was applied using the deleaking threshold of 0.55. Candidate training complexes connected to validation or test complexes through one or two interface-similarity graph edges were assigned to the `deleaked` partition and excluded from the usable benchmark.
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After holdout clusters were selected, PINDER’s depth-2 transitive deleaking procedure was applied. Candidate training complexes connected to validation or test complexes through one or two edges in either the Foldseek interface-similarity graph or a separately constructed interface-filtered MMseqs sequence-similarity graph were assigned to the deleaked partition and excluded from the usable benchmark.
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## Redundancy Audit
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Among 120,609 backbones with ProteinMPNN sister variants, 120,082 were contained within a single paired-interface cluster, whereas 527 were split across multiple clusters. 99.56% of multi-member backbone groups were captured by the paired-interface clustering procedure.
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After deleaking, only
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## Intended Use
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| Split | Complexes | Share |
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| train | 205,553 | 67.14% |
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| validation | 21,205 | 6.93% |
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| test | 21,955 | 7.17% |
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| deleaked | 57,424 | 18.76% |
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| total | 306,137 | 100.00% |
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| usable benchmark | 248,713 | 81.24% |
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The usable benchmark consists of the train, validation, and test partitions only.
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The resulting Foldseek interface-similarity graph was thresholded using the PINDER clustering threshold of 0.70, and weighted asynchronous label propagation was used to assign chain-interface cluster labels. Each complex was assigned to a paired-interface cluster defined by its target-side and binder-side interface cluster identifiers. Train, validation, and test assignment was performed at the paired-interface-cluster level.
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After holdout clusters were selected, PINDER’s depth-2 transitive deleaking procedure was applied. Candidate training complexes connected to validation or test complexes through one or two edges in either the Foldseek interface-similarity graph or a separately constructed interface-filtered MMseqs sequence-similarity graph were assigned to the deleaked partition and excluded from the usable benchmark.
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## Redundancy Audit
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Among 120,609 backbones with ProteinMPNN sister variants, 120,082 were contained within a single paired-interface cluster, whereas 527 were split across multiple clusters. 99.56% of multi-member backbone groups were captured by the paired-interface clustering procedure.
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After deleaking, only 23 of the 88,720 multi-member backbone groups in the usable benchmark (0.026%) have sister variants split between `train` and the held-out (`validation` or `test`) split.
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## Intended Use
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metadata.csv
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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 sha256:396499c0faff6f731c8ef0ed76c6bda02f85ce7a59e4d9eb919f8a10a986cb15
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size 160137408
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