{ "experiment": "nb44 v2 behavior eval (n=100/source)", "n_paired": 151, "n_per_source_target": 100, "conditions": [ "base", "dpo", "grpo", "src" ], "overall_correctness_rate": { "base": 0.592814371257485, "dpo": 0.5773809523809523, "grpo": 0.5847953216374269 }, "pairwise_deltas": { "DPO vs base": { "delta": 0.013245033112582781, "ci_lo": 0.0, "ci_hi": 0.033112582781456956, "verdict": "\ud83d\udfe1" }, "GRPO vs base": { "delta": 0.006622516556291391, "ci_lo": -0.019867549668874173, "ci_hi": 0.033112582781456956, "verdict": "\ud83d\udfe1" }, "DPO vs GRPO": { "delta": 0.006622516556291391, "ci_lo": -0.026490066225165563, "ci_hi": 0.039735099337748346, "verdict": "\ud83d\udfe1" } }, "aggregate_verdict": "\ud83d\udfe1 Directional signal in some comparison but CI crosses 0 \u2014 needs more data" }