Scrambled Sobol Diffusion Ensembles / bench_report.json
Failed on benchmark
1{
2 "bench_version": 1,
3 "track": "conditional_multitoken_diffusion",
4 "model": "mlp_tiny",
5 "metric_direction": "lower is better",
6 "n_seeds": 8,
7 "baseline": {
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10 },
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44 "n": 8
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61 },
62 "comparison": {
63 "delta_mean": 4.304572939872742e-06,
64 "idea_wins": 4,
65 "n_pairs": 8,
66 "per_seed_diffs": [
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75 ],
76 "p_value": 1.0,
77 "mde": 0.0009544449208548851,
78 "mde_rel_pct": 1.2550686432728932,
79 "verdict": "no measurable effect",
80 "system_worked": false
81 },
82 "mechanism_signature": {
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106 "selected_idea_cfg": {
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109 "mechanism_signature": {
110 "prediction": "scrambled Sobol batch-mean variance lower and slope closer to -1 than IID",
111 "trained_model_batch_mean_sd": {
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115 "observed_log2N_slopes": {
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119 "variance_ratio_sobol_over_iid": 0.3894292933560067,
120 "confirmed": false
121 },
122 "custom_track": {
123 "name": "conditional_multitoken_diffusion",
124 "file": "bench/custom_tracks/conditional_multitoken_diffusion.py",
125 "domain": "diffusion-sampling"
126 }
127 }
128}