`torch_dtype` is deprecated! Use `dtype` instead!
easy: 25/48

== easy: n=48 acc=0.688 cci=56.3 brier=0.5126 ece=0.1202 p50=0.039s p95=0.045s
   extraction             9/12 = 0.750
   fact                   10/12 = 0.833
   intent                 6/12 = 0.500
   tool_selection         8/12 = 0.667
hard: 25/111
hard: 50/111
hard: 75/111
hard: 100/111

== hard: n=111 acc=0.360 cci=3.6 brier=0.7929 ece=0.2654 p50=0.040s p95=0.049s
   adversarial            3/6 = 0.500
   ambiguous              2/7 = 0.286
   judge_hard             9/17 = 0.529
   long_policy            6/19 = 0.316
   multi_hop              6/18 = 0.333
   probability            4/10 = 0.400
   routing_hard           3/5 = 0.600
   temporal_numeric       3/15 = 0.200
   tradeoff               2/6 = 0.333
   trap                   2/8 = 0.250
original: 25/72
original: 50/72

== original: n=72 acc=0.389 cci=11.3 brier=0.7829 ece=0.3118 p50=0.039s p95=0.039s
   adequacy               4/12 = 0.333
   extraction             5/12 = 0.417
   intent                 4/12 = 0.333
   ordinal                5/12 = 0.417
   policy                 5/12 = 0.417
   routing                5/12 = 0.417
wrote /root/alea/jevbench_results.json