| Benchmark | Model | Rank | Results |
|---|---|---|---|
| math-word-problem-solving-on-math | VaSE-DKV (Qwen3-14B) | #6 | Accuracy: 86.47 |
| math-word-problem-solving-on-math | VaSE-DKV (Qwen3-4B) | #9 | Accuracy: 84.72 |
| mathematical-reasoning-on-hmmt-feb-2025 | VaSE-AttnV (Qwen3-14B) | #13 | Accuracy: 50.0 |
| mathematical-reasoning-on-hmmt-feb-2025 | VaSE-AttnV (Qwen3-4B) | #17 | Accuracy: 44.38 |
| mathematical-reasoning-on-aime-2026 | VaSE-AttnV (Qwen3-14B) | #38 | Accuracy: 72.29 |
| multiple-choice-question-answering-mcqa-on-gpqa-diamond | VaSE-AttnV (Qwen3-14B) | #101 | Accuracy: 57.39 |