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Subcellular Localization prediction on Subcellular Localization

0.924ROC AUC

Masked-pos (run 1)

Updated 23d ago

Evaluation Results

Method	Links
Masked-pos (run 1) 2026.05		0.924
Masked-pos (run 2) 2026.05		0.921
Baseline 2026.05		0.92
Baseline 2026.05		0.911
EMA (4h) 2026.05		0.909
Masked-pos (AdamW) 2026.05		0.908
Masked-pos (SGDm) 2026.05		0.907
MLM-only 2026.05		0.904
Baseline 2026.05		0.903
MLM-only 2026.05		0.901
MLM-only 2026.05		0.9
MLM-only 2026.05		0.895
All-pos MLM+JEPA 2026.05		0.892
Masked-pos 2026.05		0.89
All-pos MLM+JEPA 2026.05		0.889
Masked-pos 2026.05		0.889
MLM+JEPA @90k 2026.05		0.888
Masked-pos 2026.05		0.887
ProteinBERT2-150M masked-pos 2026.05		0.883
All-pos MLM+JEPA 2026.05		0.858
Baseline 2026.05		0.817
ESM2-150M rand-init MLM-only 2026.05		0.816
All-pos MLM+JEPA 2026.05		0.812
Baseline 2026.05		0.803
All-pos MLM+JEPA 2026.05		0.799
MLM-only 2026.05		0.789
JEPA-only 2026.05		0.774
JEPA-only @90k 2026.05		0.762
JEPA-only 2026.05		0.736
JEPA-only 2026.05		0.681
JEPA-only 2026.05		0.66
JEPA-only 2026.05		0.648