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Retrieval on EVAL-100 Retrieval SNOMED-25

24MRRHiT
3.28.61419.4Nov 17, 2025

Evaluation results

MethodLinks
HiTDepth threshold (d)=4, Encoder variant=Full, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.1124162533392
HiTDepth threshold (d)=2, Encoder variant=Full, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.1122152230722
OnTDepth threshold (d)=4, Encoder variant=Miniature, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.1120132226303
OnTDepth threshold (d)=2, Encoder variant=Miniature, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.1118121922577
OnTDepth threshold (d)=4, Encoder variant=Full, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.111862129317
OnTDepth threshold (d)=2, Encoder variant=Full, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.111662026646
HiTDepth threshold (d)=4, Encoder variant=Miniature, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.1116111420733
SapBERTDepth threshold (d)=22025.11159152019,456
SapBERTDepth threshold (d)=42025.11159152014,997
SapBERTDepth threshold (d)=02025.11149142026,942
HiTDepth threshold (d)=0, Encoder variant=Full, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.1114915172,647
OnTDepth threshold (d)=0, Encoder variant=Miniature, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.11141015172,494
OnTDepth threshold (d)=0, Encoder variant=Full, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.1113616192,179
SBERTDepth threshold (d)=22025.11125151711,994
SBERTDepth threshold (d)=42025.11125151710,699
SBERTDepth threshold (d)=02025.11115141620,127
HiTDepth threshold (d)=2, Encoder variant=Miniature, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.1111810131,163
BM25Depth threshold (d)=22025.11757875,377
BM25Depth threshold (d)=42025.11757864,054
BM25Depth threshold (d)=02025.116567101,885
HiTDepth threshold (d)=0, Encoder variant=Miniature, Encoder=SNOMED-25, Subsumption score s(q, A)=true2025.1165563,773
TF-IDFDepth threshold (d)=42025.115246244,290
TF-IDFDepth threshold (d)=02025.114234251,820
TF-IDFDepth threshold (d)=22025.114245244,291