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Abstract Generation from Embeddings on 5-task 1.2M dataset

0.39Win Rate (Orig)ctELM
-0.01560.08970.1950.3003Jan 26, 2026

Evaluation results

MethodLinks
ctELMBase model=Llama-3.1-8B-Instruct2026.010.390.40.380.4
ctELMBase model=gemma-3-4b-it2026.010.310.29——
ctELMBase model=medgemma-4b-it2026.010.220.16——
ctELMBase model=gemma-3-1b-it2026.010.120.13——
Vec2Text-ft2026.010.01———
Vec2Text-sect-ft2026.010.01———
Vec2Text2026.010———
Vec2Text-sect2026.010———