MMPD_Bench / metadata /split_summary.json
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{
"split_policy": "Source-provided patch split from polarization_v2 healthy_bone_cell folders. Each source folder contains train, val, and test subfolders.",
"leakage_note": "healthy_bone_cell splits follow the existing source-folder patch split. Multiple patches from the same source_id can appear across train, validation, and test, so users who need specimen-level isolation should rebuild splits from metadata/healthy_bone_cell_manifest.jsonl.",
"splits": {
"train": {
"subset": "healthy_bone_cell",
"specimen_type": "healthy_bone_cell",
"samples": 6006,
"source_dirs": 53,
"shards": 94,
"path_pattern": "data/train-*.parquet"
},
"validation": {
"subset": "healthy_bone_cell",
"specimen_type": "healthy_bone_cell",
"samples": 713,
"source_dirs": 53,
"shards": 12,
"path_pattern": "data/validation-*.parquet"
},
"test": {
"subset": "healthy_bone_cell",
"specimen_type": "healthy_bone_cell",
"samples": 643,
"source_dirs": 53,
"shards": 11,
"path_pattern": "data/test-*.parquet"
},
"external_waveplate": {
"subset": "waveplate",
"specimen_type": "waveplate",
"samples": 18,
"wavelength_nm": 633,
"path_pattern": "data/external_waveplate-*.parquet"
},
"external_spectral_610": {
"subset": "spectral",
"specimen_type": "spectral",
"samples": 165,
"wavelength_nm": 610,
"path_pattern": "data/external_spectral_610-*.parquet"
},
"external_spectral_650": {
"subset": "spectral",
"specimen_type": "spectral",
"samples": 165,
"wavelength_nm": 650,
"path_pattern": "data/external_spectral_650-*.parquet"
},
"external_spectral_690": {
"subset": "spectral",
"specimen_type": "spectral",
"samples": 165,
"wavelength_nm": 690,
"path_pattern": "data/external_spectral_690-*.parquet"
}
}
}