Zero-shot Sentence Retrieval on Generated dataset
95.67R@1PARAM–WIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PARAM–WIPSource Encoder=gpt2, Zero-shot Encoder=TinyLlama2026.05 | 95.67 | 100 | |
| PARAM–WIPSource Encoder=gpt2, Zero-shot Encoder=gpt2-med2026.05 | 94.67 | 100 | |
| PARAM–WIPSource Encoder=TinyLlama, Zero-shot Encoder=gpt2-med2026.05 | 94.28 | 99.94 | |
| PARAM–WIPSource Encoder=TinyLlama, Zero-shot Encoder=gpt22026.05 | 93.44 | 99.94 | |
| PARAM–WIPSource Encoder=TinyLlama, Zero-shot Encoder=gemma-3-1b2026.05 | 87.61 | 98.67 | |
| PARAM–WIPSource Encoder=gpt2, Zero-shot Encoder=gemma-3-1b2026.05 | 87.61 | 99.33 | |
| Random–CosineSource Encoder=TinyLlama, Zero-shot Encoder=gemma-3-1b2026.05 | 9.94 | 28.33 | |
| Random–CosineSource Encoder=gpt2, Zero-shot Encoder=gemma-3-1b2026.05 | 1.83 | 5.11 | |
| Random–CosineSource Encoder=gpt2, Zero-shot Encoder=TinyLlama2026.05 | 1.72 | 6.06 | |
| Random–CosineSource Encoder=TinyLlama, Zero-shot Encoder=gpt22026.05 | 0.5 | 2.28 | |
| Random–CosineSource Encoder=gpt2, Zero-shot Encoder=gpt2-med2026.05 | 0.44 | 2.17 | |
| Random–CosineSource Encoder=TinyLlama, Zero-shot Encoder=gpt2-med2026.05 | 0.39 | 1.83 |