Refreshed vs not refreshed hints
Qwen3-4B · Enterprise Tool Fix Dataset · 200 held-out tasks × 4 samples · best checkpoint
Refreshed vs not refreshed hints
0%
20%
40%
60%
80%
100%
Hint-free pass@1
Not refreshed
Refreshed
79.8%
83.2%
Base 47.4%