Mathematical Retrieval on MELD
45MMRMathLeap-Octen-8B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MathLeap-Octen-8BModel scale=8B, Backbone=Octen2026.06 | 45 | 9.3 | |
| MathLeap-Qwen-8BModel scale=8B, Backbone=Qwen2026.06 | 43 | 9.7 | |
| Octen-Embedding-8BModel scale=8B2026.06 | 42 | 10.3 | |
| F2LLM-v2-14BModel scale=14B2026.06 | 37 | 10.17 | |
| harrier-oss-v1-27bModel scale=27B2026.06 | 33 | 15.2 | |
| Qwen3-Embedding-8BModel scale=8B2026.06 | 32 | 16.1 | |
| Qwen3-Embedding-4BModel scale=4B2026.06 | 28 | 21.4 | |
| KaLM-Embedding-Gemma3-12B-2511Model scale=12B2026.06 | 23 | 25.6 | |
| llama-embed-nemotron-8bModel scale=8B2026.06 | 8 | 94.7 |