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ResearchFormerly WizWand

Document Classification on MIMIC

63.89Macro F1Emb_CPE + MLP
43.776448.998254.2259.4418Dec 30, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Emb_CPE + MLPPTM=ClinicalBioBERT2025.1263.8971.72
Emb_SimCSE + MLPPTM=ClinicalBioBERT2025.1262.7471.06
Emb_CPE + MLPPTM=RoBERTa2025.1261.0169.42
Emb_ESimCSE + MLPPTM=ClinicalBioBERT2025.1260.3970.94
Emb_ESimCSE + MLPPTM=RoBERTa2025.1257.4767.32
Emb_CPE + MLPPTM=BERT2025.1257.1268.2
Emb_ESimCSE + MLPPTM=BERT2025.1257.0568.08
Emb + MLPPTM=ClinicalBioBERT2025.1255.8468.9
Emb_SimCSE + MLPPTM=RoBERTa2025.1255.7266.99
Emb_SimCSE + MLPPTM=BERT2025.1254.5967.13
EmbCPE + MLPPTM=Longformer2025.1253.0664.93
Emb + MLPPTM=RoBERTa2025.1249.6364.27
Emb + MLPPTM=BERT2025.1249.0662.99
EmbESimCSE + MLPPTM=Longformer2025.1246.0661.44
EmbSimCSE + MLPPTM=Longformer2025.1245.3660.77
Emb + MLPPTM=Longformer2025.1244.5562.09