Add thesaurus task1: selectivity (indicator 3), grouping master table, data-scaling de-bias, full scripts (qwen3_1b full 20000)
6cca5e1 verified | { | |
| "vocab_size": 77477, | |
| "ks": [ | |
| 3, | |
| 5, | |
| 10, | |
| 20, | |
| 30, | |
| 50 | |
| ], | |
| "n_per_k": 2000, | |
| "seed": 0, | |
| "methods": [ | |
| "wordnet", | |
| "super", | |
| "enc0.4", | |
| "enc0.45", | |
| "enc0.5" | |
| ], | |
| "definition": "random K words from thesaurus vocab, N pseudo-channels; 5 metrics (size>=2): frac_merged/avg_multi_size/max_group/n_multi_groups/max_n_multi_groups", | |
| "by_method": { | |
| "wordnet": { | |
| "3": { | |
| "frac_merged_mean": 0.002, | |
| "avg_multi_size_mean": 0.006, | |
| "n_multi_groups_mean": 0.003, | |
| "frac_merged_grouponly": 0.6667, | |
| "avg_multi_size_grouponly": 2.0, | |
| "n_multi_groups_grouponly": 1.0, | |
| "n_with_group": 6, | |
| "n_total": 2000, | |
| "max_group_size_int": 2, | |
| "max_n_multi_groups": 1 | |
| }, | |
| "5": { | |
| "frac_merged_mean": 0.0044, | |
| "avg_multi_size_mean": 0.022, | |
| "n_multi_groups_mean": 0.011, | |
| "frac_merged_grouponly": 0.4, | |
| "avg_multi_size_grouponly": 2.0, | |
| "n_multi_groups_grouponly": 1.0, | |
| "n_with_group": 22, | |
| "n_total": 2000, | |
| "max_group_size_int": 2, | |
| "max_n_multi_groups": 1 | |
| }, | |
| "10": { | |
| "frac_merged_mean": 0.0106, | |
| "avg_multi_size_mean": 0.1013, | |
| "n_multi_groups_mean": 0.051, | |
| "frac_merged_grouponly": 0.2153, | |
| "avg_multi_size_grouponly": 2.0663, | |
| "n_multi_groups_grouponly": 1.0408, | |
| "n_with_group": 98, | |
| "n_total": 2000, | |
| "max_group_size_int": 3, | |
| "max_n_multi_groups": 2 | |
| }, | |
| "20": { | |
| "frac_merged_mean": 0.0209, | |
| "avg_multi_size_mean": 0.3942, | |
| "n_multi_groups_mean": 0.203, | |
| "frac_merged_grouponly": 0.109, | |
| "avg_multi_size_grouponly": 2.0587, | |
| "n_multi_groups_grouponly": 1.0601, | |
| "n_with_group": 383, | |
| "n_total": 2000, | |
| "max_group_size_int": 4, | |
| "max_n_multi_groups": 2 | |
| }, | |
| "30": { | |
| "frac_merged_mean": 0.0298, | |
| "avg_multi_size_mean": 0.7433, | |
| "n_multi_groups_mean": 0.4205, | |
| "frac_merged_grouponly": 0.0853, | |
| "avg_multi_size_grouponly": 2.1299, | |
| "n_multi_groups_grouponly": 1.2049, | |
| "n_with_group": 698, | |
| "n_total": 2000, | |
| "max_group_size_int": 5, | |
| "max_n_multi_groups": 3 | |
| }, | |
| "50": { | |
| "frac_merged_mean": 0.0494, | |
| "avg_multi_size_mean": 1.5438, | |
| "n_multi_groups_mean": 1.122, | |
| "frac_merged_grouponly": 0.0707, | |
| "avg_multi_size_grouponly": 2.2086, | |
| "n_multi_groups_grouponly": 1.6052, | |
| "n_with_group": 1398, | |
| "n_total": 2000, | |
| "max_group_size_int": 7, | |
| "max_n_multi_groups": 5 | |
| } | |
| }, | |
| "super": { | |
| "3": { | |
| "frac_merged_mean": 0.1092, | |
| "avg_multi_size_mean": 0.3275, | |
| "n_multi_groups_mean": 0.1615, | |
| "frac_merged_grouponly": 0.676, | |
| "avg_multi_size_grouponly": 2.0279, | |
| "n_multi_groups_grouponly": 1.0, | |
| "n_with_group": 323, | |
| "n_total": 2000, | |
| "max_group_size_int": 3, | |
| "max_n_multi_groups": 1 | |
| }, | |
| "5": { | |
| "frac_merged_mean": 0.2161, | |
| "avg_multi_size_mean": 0.9862, | |
| "n_multi_groups_mean": 0.5205, | |
| "frac_merged_grouponly": 0.4554, | |
| "avg_multi_size_grouponly": 2.0785, | |
| "n_multi_groups_grouponly": 1.0969, | |
| "n_with_group": 949, | |
| "n_total": 2000, | |
| "max_group_size_int": 4, | |
| "max_n_multi_groups": 2 | |
| }, | |
| "10": { | |
| "frac_merged_mean": 0.3921, | |
| "avg_multi_size_mean": 2.1862, | |
| "n_multi_groups_mean": 1.728, | |
| "frac_merged_grouponly": 0.4139, | |
| "avg_multi_size_grouponly": 2.3073, | |
| "n_multi_groups_grouponly": 1.8237, | |
| "n_with_group": 1895, | |
| "n_total": 2000, | |
| "max_group_size_int": 6, | |
| "max_n_multi_groups": 5 | |
| }, | |
| "20": { | |
| "frac_merged_mean": 0.5912, | |
| "avg_multi_size_mean": 2.6589, | |
| "n_multi_groups_mean": 4.5535, | |
| "frac_merged_grouponly": 0.5912, | |
| "avg_multi_size_grouponly": 2.6589, | |
| "n_multi_groups_grouponly": 4.5535, | |
| "n_with_group": 2000, | |
| "n_total": 2000, | |
| "max_group_size_int": 9, | |
| "max_n_multi_groups": 8 | |
| }, | |
| "30": { | |
| "frac_merged_mean": 0.7065, | |
| "avg_multi_size_mean": 3.0113, | |
| "n_multi_groups_mean": 7.182, | |
| "frac_merged_grouponly": 0.7065, | |
| "avg_multi_size_grouponly": 3.0113, | |
| "n_multi_groups_grouponly": 7.182, | |
| "n_with_group": 2000, | |
| "n_total": 2000, | |
| "max_group_size_int": 12, | |
| "max_n_multi_groups": 12 | |
| }, | |
| "50": { | |
| "frac_merged_mean": 0.8123, | |
| "avg_multi_size_mean": 3.6532, | |
| "n_multi_groups_mean": 11.3015, | |
| "frac_merged_grouponly": 0.8123, | |
| "avg_multi_size_grouponly": 3.6532, | |
| "n_multi_groups_grouponly": 11.3015, | |
| "n_with_group": 2000, | |
| "n_total": 2000, | |
| "max_group_size_int": 17, | |
| "max_n_multi_groups": 18 | |
| } | |
| }, | |
| "enc0.4": { | |
| "3": { | |
| "frac_merged_mean": 0.0168, | |
| "avg_multi_size_mean": 0.0505, | |
| "n_multi_groups_mean": 0.0245, | |
| "frac_merged_grouponly": 0.6871, | |
| "avg_multi_size_grouponly": 2.0612, | |
| "n_multi_groups_grouponly": 1.0, | |
| "n_with_group": 49, | |
| "n_total": 2000, | |
| "max_group_size_int": 3, | |
| "max_n_multi_groups": 1 | |
| }, | |
| "5": { | |
| "frac_merged_mean": 0.0379, | |
| "avg_multi_size_mean": 0.1855, | |
| "n_multi_groups_mean": 0.0935, | |
| "frac_merged_grouponly": 0.4142, | |
| "avg_multi_size_grouponly": 2.0273, | |
| "n_multi_groups_grouponly": 1.0219, | |
| "n_with_group": 183, | |
| "n_total": 2000, | |
| "max_group_size_int": 3, | |
| "max_n_multi_groups": 2 | |
| }, | |
| "10": { | |
| "frac_merged_mean": 0.0835, | |
| "avg_multi_size_mean": 0.7359, | |
| "n_multi_groups_mean": 0.399, | |
| "frac_merged_grouponly": 0.238, | |
| "avg_multi_size_grouponly": 2.0966, | |
| "n_multi_groups_grouponly": 1.1368, | |
| "n_with_group": 702, | |
| "n_total": 2000, | |
| "max_group_size_int": 4, | |
| "max_n_multi_groups": 3 | |
| }, | |
| "20": { | |
| "frac_merged_mean": 0.1557, | |
| "avg_multi_size_mean": 1.8375, | |
| "n_multi_groups_mean": 1.382, | |
| "frac_merged_grouponly": 0.1924, | |
| "avg_multi_size_grouponly": 2.2713, | |
| "n_multi_groups_grouponly": 1.7083, | |
| "n_with_group": 1618, | |
| "n_total": 2000, | |
| "max_group_size_int": 8, | |
| "max_n_multi_groups": 5 | |
| }, | |
| "30": { | |
| "frac_merged_mean": 0.2246, | |
| "avg_multi_size_mean": 2.424, | |
| "n_multi_groups_mean": 2.7715, | |
| "frac_merged_grouponly": 0.2299, | |
| "avg_multi_size_grouponly": 2.4811, | |
| "n_multi_groups_grouponly": 2.8367, | |
| "n_with_group": 1954, | |
| "n_total": 2000, | |
| "max_group_size_int": 10, | |
| "max_n_multi_groups": 7 | |
| }, | |
| "50": { | |
| "frac_merged_mean": 0.3338, | |
| "avg_multi_size_mean": 2.9293, | |
| "n_multi_groups_mean": 5.926, | |
| "frac_merged_grouponly": 0.3338, | |
| "avg_multi_size_grouponly": 2.9293, | |
| "n_multi_groups_grouponly": 5.926, | |
| "n_with_group": 2000, | |
| "n_total": 2000, | |
| "max_group_size_int": 20, | |
| "max_n_multi_groups": 11 | |
| } | |
| }, | |
| "enc0.45": { | |
| "3": { | |
| "frac_merged_mean": 0.0063, | |
| "avg_multi_size_mean": 0.019, | |
| "n_multi_groups_mean": 0.0095, | |
| "frac_merged_grouponly": 0.6667, | |
| "avg_multi_size_grouponly": 2.0, | |
| "n_multi_groups_grouponly": 1.0, | |
| "n_with_group": 19, | |
| "n_total": 2000, | |
| "max_group_size_int": 2, | |
| "max_n_multi_groups": 1 | |
| }, | |
| "5": { | |
| "frac_merged_mean": 0.0116, | |
| "avg_multi_size_mean": 0.057, | |
| "n_multi_groups_mean": 0.029, | |
| "frac_merged_grouponly": 0.407, | |
| "avg_multi_size_grouponly": 2.0, | |
| "n_multi_groups_grouponly": 1.0175, | |
| "n_with_group": 57, | |
| "n_total": 2000, | |
| "max_group_size_int": 2, | |
| "max_n_multi_groups": 2 | |
| }, | |
| "10": { | |
| "frac_merged_mean": 0.0295, | |
| "avg_multi_size_mean": 0.2785, | |
| "n_multi_groups_mean": 0.1455, | |
| "frac_merged_grouponly": 0.2145, | |
| "avg_multi_size_grouponly": 2.0255, | |
| "n_multi_groups_grouponly": 1.0582, | |
| "n_with_group": 275, | |
| "n_total": 2000, | |
| "max_group_size_int": 4, | |
| "max_n_multi_groups": 3 | |
| }, | |
| "20": { | |
| "frac_merged_mean": 0.0559, | |
| "avg_multi_size_mean": 0.9167, | |
| "n_multi_groups_mean": 0.5385, | |
| "frac_merged_grouponly": 0.1266, | |
| "avg_multi_size_grouponly": 2.0787, | |
| "n_multi_groups_grouponly": 1.2211, | |
| "n_with_group": 882, | |
| "n_total": 2000, | |
| "max_group_size_int": 4, | |
| "max_n_multi_groups": 4 | |
| }, | |
| "30": { | |
| "frac_merged_mean": 0.0826, | |
| "avg_multi_size_mean": 1.5296, | |
| "n_multi_groups_mean": 1.1585, | |
| "frac_merged_grouponly": 0.1156, | |
| "avg_multi_size_grouponly": 2.1424, | |
| "n_multi_groups_grouponly": 1.6225, | |
| "n_with_group": 1428, | |
| "n_total": 2000, | |
| "max_group_size_int": 7, | |
| "max_n_multi_groups": 6 | |
| }, | |
| "50": { | |
| "frac_merged_mean": 0.1292, | |
| "avg_multi_size_mean": 2.158, | |
| "n_multi_groups_mean": 2.8965, | |
| "frac_merged_grouponly": 0.1342, | |
| "avg_multi_size_grouponly": 2.2409, | |
| "n_multi_groups_grouponly": 3.0078, | |
| "n_with_group": 1926, | |
| "n_total": 2000, | |
| "max_group_size_int": 9, | |
| "max_n_multi_groups": 9 | |
| } | |
| }, | |
| "enc0.5": { | |
| "3": { | |
| "frac_merged_mean": 0.0033, | |
| "avg_multi_size_mean": 0.01, | |
| "n_multi_groups_mean": 0.005, | |
| "frac_merged_grouponly": 0.6667, | |
| "avg_multi_size_grouponly": 2.0, | |
| "n_multi_groups_grouponly": 1.0, | |
| "n_with_group": 10, | |
| "n_total": 2000, | |
| "max_group_size_int": 2, | |
| "max_n_multi_groups": 1 | |
| }, | |
| "5": { | |
| "frac_merged_mean": 0.0028, | |
| "avg_multi_size_mean": 0.014, | |
| "n_multi_groups_mean": 0.007, | |
| "frac_merged_grouponly": 0.4, | |
| "avg_multi_size_grouponly": 2.0, | |
| "n_multi_groups_grouponly": 1.0, | |
| "n_with_group": 14, | |
| "n_total": 2000, | |
| "max_group_size_int": 2, | |
| "max_n_multi_groups": 1 | |
| }, | |
| "10": { | |
| "frac_merged_mean": 0.01, | |
| "avg_multi_size_mean": 0.1005, | |
| "n_multi_groups_mean": 0.05, | |
| "frac_merged_grouponly": 0.201, | |
| "avg_multi_size_grouponly": 2.01, | |
| "n_multi_groups_grouponly": 1.0, | |
| "n_with_group": 100, | |
| "n_total": 2000, | |
| "max_group_size_int": 3, | |
| "max_n_multi_groups": 1 | |
| }, | |
| "20": { | |
| "frac_merged_mean": 0.0216, | |
| "avg_multi_size_mean": 0.393, | |
| "n_multi_groups_mean": 0.2135, | |
| "frac_merged_grouponly": 0.1113, | |
| "avg_multi_size_grouponly": 2.0258, | |
| "n_multi_groups_grouponly": 1.1005, | |
| "n_with_group": 388, | |
| "n_total": 2000, | |
| "max_group_size_int": 4, | |
| "max_n_multi_groups": 3 | |
| }, | |
| "30": { | |
| "frac_merged_mean": 0.0316, | |
| "avg_multi_size_mean": 0.768, | |
| "n_multi_groups_mean": 0.4615, | |
| "frac_merged_grouponly": 0.0844, | |
| "avg_multi_size_grouponly": 2.0535, | |
| "n_multi_groups_grouponly": 1.234, | |
| "n_with_group": 748, | |
| "n_total": 2000, | |
| "max_group_size_int": 4, | |
| "max_n_multi_groups": 5 | |
| }, | |
| "50": { | |
| "frac_merged_mean": 0.0506, | |
| "avg_multi_size_mean": 1.51, | |
| "n_multi_groups_mean": 1.2135, | |
| "frac_merged_grouponly": 0.07, | |
| "avg_multi_size_grouponly": 2.0886, | |
| "n_multi_groups_grouponly": 1.6784, | |
| "n_with_group": 1446, | |
| "n_total": 2000, | |
| "max_group_size_int": 6, | |
| "max_n_multi_groups": 6 | |
| } | |
| } | |
| } | |
| } |