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ResearchFormerly WizWand

Zero-shot Sentence Retrieval on Generated dataset

95.67R@1PARAM–WIP
-3.421222.304448.0373.7556May 28, 2026
Updated 5mo ago

Evaluation results

MethodLinks
PARAM–WIPSource Encoder=gpt2, Zero-shot Encoder=TinyLlama2026.0595.67100
PARAM–WIPSource Encoder=gpt2, Zero-shot Encoder=gpt2-med2026.0594.67100
PARAM–WIPSource Encoder=TinyLlama, Zero-shot Encoder=gpt2-med2026.0594.2899.94
PARAM–WIPSource Encoder=TinyLlama, Zero-shot Encoder=gpt22026.0593.4499.94
PARAM–WIPSource Encoder=TinyLlama, Zero-shot Encoder=gemma-3-1b2026.0587.6198.67
PARAM–WIPSource Encoder=gpt2, Zero-shot Encoder=gemma-3-1b2026.0587.6199.33
Random–CosineSource Encoder=TinyLlama, Zero-shot Encoder=gemma-3-1b2026.059.9428.33
Random–CosineSource Encoder=gpt2, Zero-shot Encoder=gemma-3-1b2026.051.835.11
Random–CosineSource Encoder=gpt2, Zero-shot Encoder=TinyLlama2026.051.726.06
Random–CosineSource Encoder=TinyLlama, Zero-shot Encoder=gpt22026.050.52.28
Random–CosineSource Encoder=gpt2, Zero-shot Encoder=gpt2-med2026.050.442.17
Random–CosineSource Encoder=TinyLlama, Zero-shot Encoder=gpt2-med2026.050.391.83