Math Reasoning on Math Reason
0.813BLEUVAE (query_add)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VAE (query_add)Injection=query_add, Train Setup=weight=0.52026.01 | 0.813 | 66.42 | |
| VAE (kv_add)Injection=kv_add, Train Setup=prior=False2026.01 | 0.7285 | 52.85 | |
| VAE (query_add)Injection=query_add, Train Setup=weight=1.02026.01 | 0.7262 | 50.57 | |
| VAE (kv_mem)Injection=kv_mem, Train Setup=weight=0.52026.01 | 0.6808 | 48.57 | |
| VAE (query_add)Injection=query_add, Train Setup=prior=False2026.01 | 0.6501 | 38.85 | |
| VAE (kv_mem)Injection=kv_mem, Train Setup=prior=False2026.01 | 0.643 | 41.85 | |
| Qwen2.5-0.5B (Base model)Injection=Base model, Train Setup=Zero-shot2026.01 | 0.626 | 38 | |
| VAE (kv_mem)Injection=kv_mem, Train Setup=weight=1.02026.01 | 0.5255 | 23 | |
| VAE (kv_add)Injection=kv_add, Train Setup=weight=1.02026.01 | 0.4986 | 21.28 | |
| VAE (kv_add)Injection=kv_add, Train Setup=weight=0.52026.01 | 0.4925 | 28.14 | |
| Qwen2.5-0.5B (Base model)Injection=Base model, Train Setup=Few-shot (FT)2026.01 | 0.1601 | 5.57 | |
| Qwen2.5-0.5B (Base model)Injection=Base model, Train Setup=Few-shot2026.01 | 0.1596 | 6.14 |