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ResearchFormerly WizWand

Message Filtering on Blood request dataset

99AccuracyDLF
81.3285.9190.595.09Apr 17, 2026
Updated 6mo ago

Evaluation results

MethodLinks
DLF2026.04999998981.1
LogRegEmbedding=TFIDF2026.04989898981.25
SVMEmbedding=TFIDF2026.04989898982,355.85
RFEmbedding=TFIDF2026.0498989898347.45
LogRegEmbedding=Count2026.04989898981.19
SVMEmbedding=Count2026.04989898981,835.88
RFEmbedding=Count2026.0498989898326.89
SVMEmbedding=ParaMiniLM2026.04989798982,541.56
LogRegEmbedding=E5-Small2026.04989898985.94
SVMEmbedding=E5-Small2026.04989898981,933.32
RFEmbedding=E5-Small2026.0498989898186.73
LogRegEmbedding=LaBSE2026.049898989811.4
SVMEmbedding=LaBSE2026.04989898982,940.37
RFEmbedding=LaBSE2026.0498989898203.78
DistilBERTEmbedding=DistilBERT, Classifier=DistilBERT2026.0498989898127,816.15
MobileBERTEmbedding=MobileBERT, Classifier=MobileBERT2026.0498989797169,240.89
NBEmbedding=TFIDF2026.04979797972.06
LogRegEmbedding=MiniLM62026.04979697966.86
SVMEmbedding=MiniLM62026.04979797973,387.89
LogRegEmbedding=MiniLM122026.04979697976.8
SVMEmbedding=MiniLM122026.04979797973,028.26
RFEmbedding=MiniLM122026.0497969796195.58
LogRegEmbedding=ParaMiniLM2026.049797979717.86
RFEmbedding=ParaMiniLM2026.0497979797187.06
RFEmbedding=DistilUse2026.0497969797192.09
LogRegEmbedding=JinaEmb2026.049797979719.26
LogRegEmbedding=BGE2026.0497979797—
SVMEmbedding=BGE2026.0497979797—
RFEmbedding=BGE2026.0497979797—
NBEmbedding=Count2026.04969696961.82
RFEmbedding=MiniLM62026.0496969696205.6
SVMEmbedding=DistilUse2026.04969696966,075.95
LogRegEmbedding=DistilUse2026.049595959512.56
LogRegEmbedding=W2V2026.048380878110.87
RFEmbedding=W2V2026.0483808781156.89
SVMEmbedding=W2V2026.04828086819,659.3