protea-sparse-knn / VALIDATION.json
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Frozen bundle: learned sparse encoder and reference bank, GOA 227 cutoff
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{
"holdout_proteins": 4000,
"pairs": 120000,
"results": {
"raw embedding": {
"spearman_vs_lin": 0.1675,
"cos_mean": 0.5515,
"cos_std": 0.0951
},
"encoder dense": {
"spearman_vs_lin": 0.5299,
"cos_mean": 0.1844,
"cos_std": 0.1125
},
"encoder top-128": {
"spearman_vs_lin": 0.4671,
"cos_mean": 0.0862,
"cos_std": 0.0653
}
},
"validated_at": "2026-08-10T17:46:50Z"
}