| { |
| "anova": { |
| "f_statistic": 449.33080413099816, |
| "p_value": 1.1102230246251565e-16, |
| "df_between": 11, |
| "df_within": 1287, |
| "ssb": 109.67118898709478, |
| "ssw": 28.556976271204363, |
| "msb": 9.97010808973589, |
| "msw": 0.02218879275151854, |
| "eta_squared": 0.7934069643632933, |
| "var_between": 9.97010808973589, |
| "var_within": 0.02218879275151854, |
| "n_groups": 12, |
| "n_total": 1299 |
| }, |
| "group_stats": { |
| "VJepa2+Zipformer": { |
| "count": 573, |
| "mean": 0.7684099175808772, |
| "std": 0.15743657560439367, |
| "median": 0.8160590174661666, |
| "best": 0.9245057778280362, |
| "worst": 0.05949748286057838 |
| }, |
| "VJepa2+Retention": { |
| "count": 80, |
| "mean": 0.7358153434813606, |
| "std": 0.16668845894130419, |
| "median": 0.8047472715041757, |
| "best": 0.9132446147493699, |
| "worst": 0.14161193600396954 |
| }, |
| "VJepa2+Hybrid R-M": { |
| "count": 27, |
| "mean": 0.8209565506742249, |
| "std": 0.07815134180396689, |
| "median": 0.8431922343613555, |
| "best": 0.9054196697190158, |
| "worst": 0.5139531524276029 |
| }, |
| "VJepa2+BiMamba": { |
| "count": 121, |
| "mean": 0.7307087062126842, |
| "std": 0.19496767141919036, |
| "median": 0.7922240423480712, |
| "best": 0.9016478432286867, |
| "worst": 0.11764867099481052 |
| }, |
| "DINOv3-L+Retention": { |
| "count": 34, |
| "mean": 0.7396357899642907, |
| "std": 0.050006046205390176, |
| "median": 0.7488438735926599, |
| "best": 0.8235769575519882, |
| "worst": 0.6514932279799674 |
| }, |
| "DINOv3-L+Zipformer": { |
| "count": 38, |
| "mean": 0.5269502196908459, |
| "std": 0.26176679156850197, |
| "median": 0.683478411652902, |
| "best": 0.8140566199161836, |
| "worst": 0.07777443581024457 |
| }, |
| "Multi-Backbone+Zipformer": { |
| "count": 6, |
| "mean": 0.4793672230715869, |
| "std": 0.14932957911752948, |
| "median": 0.3983759510382885, |
| "best": 0.7751574573174227, |
| "worst": 0.3676817717768833 |
| }, |
| "SigLIP2+Zipformer": { |
| "count": 22, |
| "mean": 0.3357618799986332, |
| "std": 0.2537326752661174, |
| "median": 0.4819919038975277, |
| "best": 0.7392316895227585, |
| "worst": 0.0 |
| }, |
| "DINOv2+Retention": { |
| "count": 7, |
| "mean": 0.6314225303650414, |
| "std": 0.047326400283874706, |
| "median": 0.6163481858418486, |
| "best": 0.7103549261062475, |
| "worst": 0.5537380866108046 |
| }, |
| "DINOv2+Zipformer": { |
| "count": 22, |
| "mean": 0.4631005543814339, |
| "std": 0.09462150442502787, |
| "median": 0.4796330783108346, |
| "best": 0.6410980232215163, |
| "worst": 0.1866011842782159 |
| }, |
| "SigLIP2+Hybrid R-M": { |
| "count": 8, |
| "mean": 0.4790050494875844, |
| "std": 0.055110344747337676, |
| "median": 0.4727418820603885, |
| "best": 0.5744278006812511, |
| "worst": 0.41286764946371635 |
| }, |
| "DINOv3-B+Zipformer": { |
| "count": 245, |
| "mean": 0.1153108192260419, |
| "std": 0.09863895434700955, |
| "median": 0.07781949232817427, |
| "best": 0.55548206295949, |
| "worst": 0.04408785376994095 |
| }, |
| "SigLIP2+BiMamba": { |
| "count": 5, |
| "mean": 0.39956751709145333, |
| "std": 0.20065483809833934, |
| "median": 0.4954300771790512, |
| "best": 0.5235996940951071, |
| "worst": 0.0 |
| }, |
| "SigLIP2+Retention": { |
| "count": 16, |
| "mean": 0.4182565085014892, |
| "std": 0.16060383899656894, |
| "median": 0.4718395070486334, |
| "best": 0.522749041297347, |
| "worst": 0.0 |
| }, |
| "DINOv3-B+Retention": { |
| "count": 71, |
| "mean": 0.10809783405592777, |
| "std": 0.05887524499727408, |
| "median": 0.08970992724403995, |
| "best": 0.4151495370771927, |
| "worst": 0.05153525872178001 |
| }, |
| "DINOv3-B+BiMamba": { |
| "count": 50, |
| "mean": 0.08513068384454307, |
| "std": 0.021202134304299118, |
| "median": 0.0781393188757584, |
| "best": 0.1513915013050303, |
| "worst": 0.057726423426692805 |
| } |
| }, |
| "n_groups_with_10plus": 12, |
| "hamming_distance": { |
| "mean": 2.34407796101949, |
| "std": 1.8376921955583945, |
| "median": 2.0, |
| "frac_categorical_flip": 0.7436281859070465, |
| "frac_multi_flip": 0.7061469265367316 |
| }, |
| "unique_combos_explored": 21, |
| "discrete_space_estimate": 112, |
| "coverage_fraction": 0.1875, |
| "unique_combos_over_time": [ |
| { |
| "t": 1079, |
| "unique_combos": 18 |
| }, |
| { |
| "t": 1092, |
| "unique_combos": 18 |
| }, |
| { |
| "t": 1105, |
| "unique_combos": 18 |
| }, |
| { |
| "t": 1118, |
| "unique_combos": 18 |
| }, |
| { |
| "t": 1131, |
| "unique_combos": 18 |
| }, |
| { |
| "t": 1144, |
| "unique_combos": 18 |
| }, |
| { |
| "t": 1157, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1170, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1183, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1196, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1209, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1222, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1235, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1248, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1261, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1274, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1287, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1300, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1313, |
| "unique_combos": 19 |
| }, |
| { |
| "t": 1326, |
| "unique_combos": 19 |
| } |
| ], |
| "val_test_correlation": { |
| "spearman_rho": 0.7059093255753904, |
| "p_value": 3.403074965596583e-202, |
| "n": 1337 |
| }, |
| "total_gpu_hours": 3227.3268611111134, |
| "n_experiments_with_time": 6880 |
| } |