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Patient-to-trial matching on TREC 2021 (test)

0.71Precision@1SECRET
0.338720.435110.53150.62789May 16, 2025

Evaluation results

MethodLinks
SECRETtraining_mode=zero-shot2025.050.710.1580.6820.2920.6270.6410.6660.744
BioBERTtraining_mode=zero-shot2025.050.610.1250.5740.2440.5630.5820.5860.659
Trial2Vectraining_mode=zero-shot2025.050.6080.1290.5980.250.6020.6160.6180.695
Bio_ClinicalBERTtraining_mode=zero-shot2025.050.5650.1220.6010.2510.5520.570.5750.659
Longformertraining_mode=zero-shot2025.050.5340.1060.5320.210.5390.5460.5450.628
BM25training_mode=zero-shot2025.050.5270.1120.530.2180.4930.5040.5140.623
Word2Vectraining_mode=zero-shot2025.050.5230.1020.5510.2180.5460.5480.5480.642
TF-IDFtraining_mode=zero-shot2025.050.4940.0970.5290.2170.5360.5460.5410.641
BERTtraining_mode=zero-shot2025.050.4830.0950.5190.2180.5130.520.5160.619
Clinical-Longformertraining_mode=zero-shot2025.050.460.0950.4990.20.4790.4870.4870.598
IDCMtraining_mode=zero-shot2025.050.3530.0680.4430.1780.5160.5210.4930.586