Information Retrieval on MELD
28.9Recall@1MathLeap-Octen-8B
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| MathLeap-Octen-8BParameters=8B2026.06 | 28.9 | 55 | 63.7 | 77.2 | 89.8 | |
| MathLeap-Qwen-8BParameters=8B2026.06 | 27.2 | 52.2 | 63.1 | 78 | 89.8 | |
| Octen-Embedding-8BParameters=8B2026.06 | 25 | 50.6 | 62.8 | 77.4 | 88.9 | |
| harrier-oss-v1-27bParameters=27b2026.06 | 19.4 | 37 | 48.3 | 63.9 | 78.5 | |
| Qwen3-Embedding-8BParameters=8B2026.06 | 17 | 38 | 47.8 | 63 | 78.1 | |
| Qwen3-Embedding-4BParameters=4B2026.06 | 13.7 | 34.3 | 45 | 58.5 | 70.2 | |
| KaLM-Embedding-Gemma3-12BParameters=12B2026.06 | 10.4 | 27.4 | 35.2 | 48.9 | 64.6 | |
| llama-embed-nemotron-8bParameters=8b2026.06 | 2.8 | 7.2 | 11.1 | 19.3 | 31.7 |