{ "schemaVersion": 1, "study": "duration-objective", "reviewed": "2026-09-20", "evidenceType": "extracted-source-report", "reproducedInThisWebsiteReview": false, "sources": [ { "name": "EXP008d-3seed.md", "sha256": "0b21f6de00d4fe1ceb90c4841af86e1a1ac440ae6b9230029307d0a39f7f8bad" }, { "name": "EXP008d-renderer-3seed.md", "sha256": "85415d6a0b0d6df104964ec591bc28dfb9fbea17b1eb7a723a49363e2627380f" }, { "name": "EXP008d-chronoscale-3seed.md", "sha256": "75fdf6dc0471871082efb7142b600d539d423a83a4d7bcfa5e42498c1d2a4c00" } ], "tables": [ { "source": "EXP008d-3seed.md", "rows": [ [ "objective", "seed 42", "seed 43", "seed 44" ], [ "---", "---", "---", "---" ], [ "fixed pointwise", "p25-exp008b-curriculum-pointwise-s42", "p26-exp008d-curriculum-pointwise-s43", "p26-exp008d-curriculum-pointwise-s44" ], [ "pointwise + ratio 0.02", "p25-exp008c-curriculum-ratio002-s42", "p26-exp008d-curriculum-ratio002-s43", "p26-exp008d-curriculum-ratio002-s44" ] ] }, { "source": "EXP008d-3seed.md", "rows": [ [ "run", "best_val" ], [ "---", "---:" ], [ "pointwise-s43", "0.3304" ], [ "pointwise-s44", "0.2963" ], [ "ratio002-s43", "0.3204" ], [ "ratio002-s44", "0.3066" ] ] }, { "source": "EXP008d-3seed.md", "rows": [ [ "objective", "order_acc", "ratio_log10-MAE", "head_log10-MAE", "slope", "render_log10-MAE" ], [ "---", "---:", "---:", "---:", "---:", "---:" ], [ "fixed pointwise", "0.7449", "0.2254", "0.6412", "0.2278", "0.6379" ], [ "ratio 0.02", "0.7682", "0.1565", "0.4883", "0.2761", "0.4934" ], [ "delta (ratio - pointwise)", "+0.0233", "-0.0688", "-0.1530", "+0.0483", "-0.1445" ] ] }, { "source": "EXP008d-3seed.md", "rows": [ [ "metric", "s42", "s43", "s44", "result" ], [ "---", "---:", "---:", "---:", "---" ], [ "order_acc delta", "+0.0108", "+0.0516", "+0.0076", "3/3 better" ], [ "ratio_log10-MAE delta", "-0.0099", "-0.1825", "-0.0141", "3/3 better" ], [ "head_log10-MAE delta", "-0.0986", "-0.3457", "-0.0146", "3/3 better" ], [ "slope delta", "-0.0465", "+0.1579", "+0.0334", "2/3 better, mean better" ], [ "render_log10-MAE delta", "-0.0886", "-0.3267", "-0.0183", "3/3 better" ] ] }, { "source": "EXP008d-3seed.md", "rows": [ [ "objective", "s42", "s43", "s44" ], [ "---", "---:", "---:", "---:" ], [ "fixed pointwise", "0.0000", "0.0000", "0.0000" ], [ "ratio 0.02", "0.0000", "0.0000", "0.0000" ] ] }, { "source": "EXP008d-renderer-3seed.md", "rows": [ [ "split", "run", "variant", "tolerant", "log10-MAE", "head_tol", "head_log10-MAE", "render_tol", "render_log10-MAE", "parse", "skipped" ], [ "-------", "-----", "---------", "----------", "-----------", "----------", "----------------", "------------", "------------------", "-------", "---------" ], [ "eval", "p25-exp008b-curriculum-pointwise-s42", "temporal_pointwise_curriculum", "—", "—", "0.1900", "0.3067", "0.1800", "0.3341", "—", "0" ], [ "eval", "p26-exp008d-curriculum-pointwise-s43", "temporal_pointwise_curriculum", "—", "—", "0.1650", "0.4000", "0.1750", "0.3844", "—", "0" ], [ "eval", "p26-exp008d-curriculum-pointwise-s44", "temporal_pointwise_curriculum", "—", "—", "0.2900", "0.2125", "0.3350", "0.2246", "—", "0" ], [ "eval", "p25-exp008c-curriculum-ratio002-s42", "temporal_ratio002_curriculum", "—", "—", "0.2900", "0.2505", "0.2700", "0.2353", "—", "0" ], [ "eval", "p26-exp008d-curriculum-ratio002-s43", "temporal_ratio002_curriculum", "—", "—", "0.2400", "0.2376", "0.2650", "0.2390", "—", "0" ], [ "eval", "p26-exp008d-curriculum-ratio002-s44", "temporal_ratio002_curriculum", "—", "—", "0.3500", "0.1751", "0.3600", "0.1722", "—", "0" ], [ "test_ood_primary", "p25-exp008b-curriculum-pointwise-s42", "temporal_pointwise_curriculum", "—", "—", "0.0000", "0.5662", "0.0000", "0.5690", "—", "0" ], [ "test_ood_primary", "p26-exp008d-curriculum-pointwise-s43", "temporal_pointwise_curriculum", "—", "—", "0.0000", "0.8387", "0.0000", "0.8269", "—", "0" ], [ "test_ood_primary", "p26-exp008d-curriculum-pointwise-s44", "temporal_pointwise_curriculum", "—", "—", "0.0000", "0.5188", "0.0000", "0.5179", "—", "0" ], [ "test_ood_primary", "p25-exp008c-curriculum-ratio002-s42", "temporal_ratio002_curriculum", "—", "—", "0.0000", "0.4676", "0.0000", "0.4804", "—", "0" ], [ "test_ood_primary", "p26-exp008d-curriculum-ratio002-s43", "temporal_ratio002_curriculum", "—", "—", "0.0000", "0.4930", "0.0000", "0.5002", "—", "0" ], [ "test_ood_primary", "p26-exp008d-curriculum-ratio002-s44", "temporal_ratio002_curriculum", "—", "—", "0.0000", "0.5042", "0.0000", "0.4996", "—", "0" ], [ "test_offset_trap", "p25-exp008b-curriculum-pointwise-s42", "temporal_pointwise_curriculum", "—", "—", "0.1350", "0.4091", "0.1200", "0.4202", "—", "0" ], [ "test_offset_trap", "p26-exp008d-curriculum-pointwise-s43", "temporal_pointwise_curriculum", "—", "—", "0.0800", "0.5675", "0.0750", "0.5761", "—", "0" ], [ "test_offset_trap", "p26-exp008d-curriculum-pointwise-s44", "temporal_pointwise_curriculum", "—", "—", "0.1500", "0.3936", "0.1450", "0.4065", "—", "0" ], [ "test_offset_trap", "p25-exp008c-curriculum-ratio002-s42", "temporal_ratio002_curriculum", "—", "—", "0.1700", "0.4435", "0.1800", "0.4387", "—", "0" ], [ "test_offset_trap", "p26-exp008d-curriculum-ratio002-s43", "temporal_ratio002_curriculum", "—", "—", "0.1250", "0.4626", "0.1100", "0.4751", "—", "0" ], [ "test_offset_trap", "p26-exp008d-curriculum-ratio002-s44", "temporal_ratio002_curriculum", "—", "—", "0.2050", "0.2882", "0.2100", "0.2880", "—", "0" ], [ "test_same_offset_diff_answer", "p25-exp008b-curriculum-pointwise-s42", "temporal_pointwise_curriculum", "—", "—", "0.3100", "0.1500", "0.2950", "0.1467", "—", "0" ], [ "test_same_offset_diff_answer", "p26-exp008d-curriculum-pointwise-s43", "temporal_pointwise_curriculum", "—", "—", "0.1900", "0.2844", "0.1850", "0.2926", "—", "0" ], [ "test_same_offset_diff_answer", "p26-exp008d-curriculum-pointwise-s44", "temporal_pointwise_curriculum", "—", "—", "0.3100", "0.1603", "0.2900", "0.1687", "—", "0" ], [ "test_same_offset_diff_answer", "p25-exp008c-curriculum-ratio002-s42", "temporal_ratio002_curriculum", "—", "—", "0.4200", "0.1292", "0.3700", "0.1267", "—", "0" ], [ "test_same_offset_diff_answer", "p26-exp008d-curriculum-ratio002-s43", "temporal_ratio002_curriculum", "—", "—", "0.3300", "0.1648", "0.2900", "0.1752", "—", "0" ], [ "test_same_offset_diff_answer", "p26-exp008d-curriculum-ratio002-s44", "temporal_ratio002_curriculum", "—", "—", "0.4400", "0.1128", "0.3950", "0.1226", "—", "0" ], [ "test_same_answer_diff_offset", "p25-exp008b-curriculum-pointwise-s42", "temporal_pointwise_curriculum", "—", "—", "0.4500", "0.1214", "0.4000", "0.1761", "—", "0" ], [ "test_same_answer_diff_offset", "p26-exp008d-curriculum-pointwise-s43", "temporal_pointwise_curriculum", "—", "—", "0.1500", "0.2996", "0.1300", "0.1761", "—", "0" ], [ "test_same_answer_diff_offset", "p26-exp008d-curriculum-pointwise-s44", "temporal_pointwise_curriculum", "—", "—", "0.6300", "0.0629", "0.5650", "0.0000", "—", "0" ], [ "test_same_answer_diff_offset", "p25-exp008c-curriculum-ratio002-s42", "temporal_ratio002_curriculum", "—", "—", "0.5300", "0.0896", "0.4350", "0.1761", "—", "0" ], [ "test_same_answer_diff_offset", "p26-exp008d-curriculum-ratio002-s43", "temporal_ratio002_curriculum", "—", "—", "0.5900", "0.0717", "0.5150", "0.0000", "—", "0" ], [ "test_same_answer_diff_offset", "p26-exp008d-curriculum-ratio002-s44", "temporal_ratio002_curriculum", "—", "—", "0.6150", "0.0640", "0.5650", "0.0000", "—", "0" ] ] }, { "source": "EXP008d-chronoscale-3seed.md", "rows": [ [ "split", "run", "variant", "n", "pairs", "order_acc", "ratio_log10-MAE", "anchor_log10-MAE", "slope" ], [ "-------", "-----", "---------", "---:", "------:", "----------:", "----------------:", "-----------------:", "------:" ], [ "eval", "p25-exp008b-curriculum-pointwise-s42", "temporal_pointwise_curriculum", "200", "5000", "0.8790", "0.5784", "0.3067", "0.9736" ], [ "eval", "p26-exp008d-curriculum-pointwise-s43", "temporal_pointwise_curriculum", "200", "5000", "0.8312", "0.7009", "0.4000", "1.0102" ], [ "eval", "p26-exp008d-curriculum-pointwise-s44", "temporal_pointwise_curriculum", "200", "5000", "0.8850", "0.5233", "0.2125", "1.0567" ], [ "eval", "p25-exp008c-curriculum-ratio002-s42", "temporal_ratio002_curriculum", "200", "5000", "0.8806", "0.5352", "0.2505", "0.9948" ], [ "eval", "p26-exp008d-curriculum-ratio002-s43", "temporal_ratio002_curriculum", "200", "5000", "0.8882", "0.5188", "0.2376", "1.0595" ], [ "eval", "p26-exp008d-curriculum-ratio002-s44", "temporal_ratio002_curriculum", "200", "5000", "0.9148", "0.3860", "0.1751", "1.0825" ], [ "test_ood_primary", "p25-exp008b-curriculum-pointwise-s42", "temporal_pointwise_curriculum", "200", "5000", "0.7952", "0.1593", "0.5662", "0.3640" ], [ "test_ood_primary", "p26-exp008d-curriculum-pointwise-s43", "temporal_pointwise_curriculum", "200", "5000", "0.6992", "0.3371", "0.8387", "0.0760" ], [ "test_ood_primary", "p26-exp008d-curriculum-pointwise-s44", "temporal_pointwise_curriculum", "200", "5000", "0.7402", "0.1797", "0.5188", "0.2434" ], [ "test_ood_primary", "p25-exp008c-curriculum-ratio002-s42", "temporal_ratio002_curriculum", "200", "5000", "0.8060", "0.1494", "0.4676", "0.3175" ], [ "test_ood_primary", "p26-exp008d-curriculum-ratio002-s43", "temporal_ratio002_curriculum", "200", "5000", "0.7508", "0.1546", "0.4930", "0.2339" ], [ "test_ood_primary", "p26-exp008d-curriculum-ratio002-s44", "temporal_ratio002_curriculum", "200", "5000", "0.7478", "0.1656", "0.5042", "0.2768" ], [ "test_offset_trap", "p25-exp008b-curriculum-pointwise-s42", "temporal_pointwise_curriculum", "200", "5000", "0.8088", "0.7308", "0.4091", "0.9235" ], [ "test_offset_trap", "p26-exp008d-curriculum-pointwise-s43", "temporal_pointwise_curriculum", "200", "5000", "0.7646", "0.9034", "0.5675", "0.8920" ], [ "test_offset_trap", "p26-exp008d-curriculum-pointwise-s44", "temporal_pointwise_curriculum", "200", "5000", "0.8166", "0.7008", "0.3936", "1.0621" ], [ "test_offset_trap", "p25-exp008c-curriculum-ratio002-s42", "temporal_ratio002_curriculum", "200", "5000", "0.8168", "0.7165", "0.4435", "0.9583" ], [ "test_offset_trap", "p26-exp008d-curriculum-ratio002-s43", "temporal_ratio002_curriculum", "200", "5000", "0.8022", "0.7685", "0.4626", "1.0465" ], [ "test_offset_trap", "p26-exp008d-curriculum-ratio002-s44", "temporal_ratio002_curriculum", "200", "5000", "0.8526", "0.6323", "0.2882", "1.0109" ], [ "test_same_offset_diff_answer", "p25-exp008b-curriculum-pointwise-s42", "temporal_pointwise_curriculum", "200", "5000", "0.9590", "0.1839", "0.1500", "0.9381" ], [ "test_same_offset_diff_answer", "p26-exp008d-curriculum-pointwise-s43", "temporal_pointwise_curriculum", "200", "5000", "0.8828", "0.4173", "0.2844", "0.6270" ], [ "test_same_offset_diff_answer", "p26-exp008d-curriculum-pointwise-s44", "temporal_pointwise_curriculum", "200", "5000", "0.9472", "0.1991", "0.1603", "0.9399" ], [ "test_same_offset_diff_answer", "p25-exp008c-curriculum-ratio002-s42", "temporal_ratio002_curriculum", "200", "5000", "0.9584", "0.1676", "0.1292", "0.8703" ], [ "test_same_offset_diff_answer", "p26-exp008d-curriculum-ratio002-s43", "temporal_ratio002_curriculum", "200", "5000", "0.9400", "0.2696", "0.1648", "0.6925" ], [ "test_same_offset_diff_answer", "p26-exp008d-curriculum-ratio002-s44", "temporal_ratio002_curriculum", "200", "5000", "0.9814", "0.1702", "0.1128", "1.2047" ], [ "test_same_answer_diff_offset", "p25-exp008b-curriculum-pointwise-s42", "temporal_pointwise_curriculum", "200", "0", "-", "-", "0.1214", "0.0000" ], [ "test_same_answer_diff_offset", "p26-exp008d-curriculum-pointwise-s43", "temporal_pointwise_curriculum", "200", "0", "-", "-", "0.2996", "0.0000" ], [ "test_same_answer_diff_offset", "p26-exp008d-curriculum-pointwise-s44", "temporal_pointwise_curriculum", "200", "0", "-", "-", "0.0629", "0.0000" ], [ "test_same_answer_diff_offset", "p25-exp008c-curriculum-ratio002-s42", "temporal_ratio002_curriculum", "200", "0", "-", "-", "0.0896", "0.0000" ], [ "test_same_answer_diff_offset", "p26-exp008d-curriculum-ratio002-s43", "temporal_ratio002_curriculum", "200", "0", "-", "-", "0.0717", "0.0000" ], [ "test_same_answer_diff_offset", "p26-exp008d-curriculum-ratio002-s44", "temporal_ratio002_curriculum", "200", "0", "-", "-", "0.0640", "0.0000" ] ] } ], "limitation": "Published tables are source-report extracts. Model weights, complete datasets and independent reproduction are not included." }