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Embedding-to-Conclusion Reconstruction (emb2com) on PubMedRCT (test)

0.88Semantic ConsistencyctELM
0.86960.87230.8750.8777Jan 26, 2026

Evaluation results

MethodLinks
ctELMData Size=1.2M, Number of Training Tasks=5-task, Training Strategy=1P-1E2026.010.88
ctELMData Size=1.2M, Number of Training Tasks=5-task, Training Strategy=1P-2E2026.010.88
ctELMData Size=1.2M, Number of Training Tasks=5-task, Training Strategy=2P-1E2026.010.88
ctELMData Size=190K, Number of Training Tasks=5-task, Training Strategy=1P-1E2026.010.87