{ "bench_version": 1, "track": "sequence", "model": "transformer_tiny", "metric_direction": "lower is better", "n_seeds": 8, "baseline": { "best_cfg": { "lr": 0.001, "epochs": 2, "K": 4, "tau": 0.7, "alpha": 0.5 }, "sweep": [ { "cfg": { "lr": 0.001, "epochs": 2, "K": 4, "tau": 0.7, "alpha": 0.5 }, "mean": 0.9283310621976852 }, { "cfg": { "lr": 0.003, "epochs": 2, "K": 4, "tau": 0.7, "alpha": 0.5 }, "mean": 1.0033762753009796 }, { "cfg": { "lr": 0.006, "epochs": 2, "K": 4, "tau": 0.7, "alpha": 0.5 }, "mean": 1.0917343497276306 } ], "full": { "mean": 0.9580474123358727, "std": 0.07569227656456869, "per_seed": [ 0.9577249884605408, 0.8674030900001526, 0.9789561033248901, 0.9092400670051575, 1.1384438276290894, 0.9376952052116394, 0.9597494006156921, 0.9151666164398193 ], "n": 8 } }, "idea": { "mean": 0.9508912265300751, "std": 0.05702490985176115, "per_seed": [ 0.9412082433700562, 0.8438071012496948, 0.9839955568313599, 0.9183895587921143, 1.0529438257217407, 0.9422717094421387, 0.9901344180107117, 0.9343793988227844 ], "n": 8 }, "comparison": { "delta_mean": -0.007156185805797577, "idea_wins": 3, "n_pairs": 8, "per_seed_diffs": [ -0.01651674509048462, -0.023595988750457764, 0.0050394535064697266, 0.009149491786956787, -0.08550000190734863, 0.004576504230499268, 0.03038501739501953, 0.019212782382965088 ], "p_value": 0.70955, "mde": 0.030234908489597815, "mde_rel_pct": 3.1558885395744953, "verdict": "no measurable effect", "system_worked": false }, "mechanism_signature": { "prediction": "connected bipartite tree retains 2L-1 edges independent of K", "predicted_tree_edges": 63.0, "observed_tree_edges": 63.0, "edge_count_error": 0.0, "confirmed": true, "measured_on_trained_model": true }, "idea_sweep": [ { "cfg": { "lr": 0.001, "epochs": 2, "K": 4, "tau": 0.7, "alpha": 0.5 }, "mean": 0.9508912265300751, "std": 0.05702490985176115, "per_seed": [ 0.9412082433700562, 0.8438071012496948, 0.9839955568313599, 0.9183895587921143, 1.0529438257217407, 0.9422717094421387, 0.9901344180107117, 0.9343793988227844 ], "n": 8 }, { "cfg": { "lr": 0.003, "epochs": 2, "K": 4, "tau": 0.7, "alpha": 0.5 }, "mean": 0.9828187823295593, "std": 0.03844168507903302, "per_seed": [ 0.9239319562911987, 1.0003299713134766, 1.0384844541549683, 0.9352728724479675, 0.9620147347450256, 0.9814748167991638, 1.0294827222824097, 0.9915587306022644 ], "n": 8 }, { "cfg": { "lr": 0.006, "epochs": 2, "K": 4, "tau": 0.7, "alpha": 0.5 }, "mean": 1.1042008697986603, "std": 0.12163079384084556, "per_seed": [ 1.053992748260498, 0.8888604640960693, 1.2662471532821655, 1.2502007484436035, 1.0634373426437378, 1.0349705219268799, 1.2190437316894531, 1.056854248046875 ], "n": 8 } ] }