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Partial trial similarity search (Query-to-trial matching) on Labeled (test)

0.548Precision@1SECRET
0.22040.305450.39050.47555May 16, 2025

Evaluation results

MethodLinks
SECRETlearning_type=fine-tuned, batch_size=highest validation score configuration2025.050.5480.390.4650.6230.2890.9020.7450.696
Trial2Veclearning_type=self-supervised2025.050.4560.3220.370.4820.2280.7170.5920.579
BM25learning_type=unsupervised2025.050.3630.2480.2980.390.1990.6270.4930.49
TF-IDFlearning_type=unsupervised2025.050.3590.2520.320.410.2140.6640.5170.505
Word2Veclearning_type=self-supervised2025.050.3080.2030.2370.3180.190.5950.4130.416
IDCM2025.050.3060.2130.2730.3690.180.5840.4520.462
BioBERTlearning_type=self-supervised2025.050.2880.1910.2410.3180.1920.6010.4470.442
Bio_ClinicalBERTlearning_type=self-supervised2025.050.2570.1720.2030.2760.180.5780.4130.413
Clinical-Longformerlearning_type=self-supervised2025.050.2380.160.2210.3030.1810.5730.4130.412
Longformerlearning_type=self-supervised2025.050.2350.1630.1990.2640.1560.490.3640.385
BERTlearning_type=self-supervised2025.050.2330.1370.2040.2440.1790.5650.3850.385