bm25 done 7s [overall] queries 520 | pool median 153.0 | gold/q 5.93 | random R@1 0.036 R@10 0.259 nDCG@10 0.053 bm25 n 520 R@1 0.219 [0.187,0.256] R@5 0.487 [0.444,0.531] R@10 0.623 [0.583,0.665] MRR@10 0.335 [0.303,0.367] nDCG@10 0.290 [0.265,0.317] colbert n 520 R@1 0.163 [0.133,0.194] R@5 0.394 [0.352,0.437] R@10 0.521 [0.477,0.563] MRR@10 0.258 [0.227,0.290] nDCG@10 0.215 [0.191,0.239] specter2 n 520 R@1 0.179 [0.148,0.212] R@5 0.338 [0.298,0.379] R@10 0.417 [0.377,0.460] MRR@10 0.241 [0.211,0.274] nDCG@10 0.186 [0.164,0.210] qwen3 n 520 R@1 0.206 [0.173,0.240] R@5 0.402 [0.360,0.444] R@10 0.531 [0.488,0.573] MRR@10 0.295 [0.263,0.328] nDCG@10 0.264 [0.237,0.294] qwen06b n 520 R@1 0.167 [0.138,0.200] R@5 0.338 [0.300,0.379] R@10 0.467 [0.427,0.512] MRR@10 0.243 [0.215,0.274] nDCG@10 0.218 [0.195,0.245] qwen06b_instr n 520 R@1 0.187 [0.154,0.221] R@5 0.369 [0.329,0.410] R@10 0.515 [0.473,0.560] MRR@10 0.270 [0.239,0.303] nDCG@10 0.247 [0.220,0.275] lateon n 520 R@1 0.156 [0.125,0.187] R@5 0.371 [0.331,0.413] R@10 0.462 [0.419,0.504] MRR@10 0.241 [0.211,0.271] nDCG@10 0.198 [0.174,0.222] [by split nDCG@10] bm25 colbert specter2 qwen3 qwen06b qwen06b_instr lateon biology n 42 0.395 0.356 0.238 0.259 0.212 0.241 0.222 earth_science n 42 0.496 0.282 0.222 0.303 0.269 0.263 0.253 economics n 36 0.348 0.245 0.126 0.179 0.249 0.236 0.155 psychology n 39 0.392 0.314 0.216 0.275 0.223 0.223 0.221 robotics n 31 0.259 0.215 0.109 0.224 0.199 0.213 0.211 stackoverflow n 47 0.337 0.195 0.146 0.245 0.177 0.179 0.163 sustainable_living n 31 0.355 0.259 0.155 0.204 0.147 0.157 0.149 pony n 53 0.347 0.193 0.605 0.026 0.022 0.019 0.202 leetcode n 50 0.222 0.254 0.166 0.368 0.305 0.317 0.282 aops n 43 0.198 0.159 0.086 0.149 0.109 0.170 0.098 theoremqa_theorems n 34 0.090 0.084 0.067 0.371 0.262 0.415 0.128 theoremqa_questions n 72 0.136 0.104 0.043 0.461 0.370 0.441 0.229