Datasets:
Tasks:
Feature Extraction
Languages:
English
Size:
1K<n<10K
Tags:
representation-similarity
representation-convergence
cross-model-transport
benchmark
alignment
evaluation
License:
File size: 1,301 Bytes
285f7ca | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 | {
"tau_mean_ci": [
0.1458,
0.1209,
0.1715
],
"tau_median_ci": [
0.0721,
0.0416,
0.0924
],
"s_local_mean_ci": [
0.196,
0.1783,
0.2135
],
"s_local_median_ci": [
0.1945,
0.1755,
0.212
],
"delta_mean_ci": [
1.6793,
1.4364,
1.9339
],
"delta_median_ci": [
1.003,
0.868,
1.285
],
"objective_effect": {
"cohens_d": 1.63,
"mann_whitney_p": 4.23e-12,
"same_obj_mean_ci": [
0.3138,
0.2586,
0.3714
],
"diff_obj_mean_ci": [
0.0774,
0.0608,
0.0951
],
"n_same": 55,
"n_diff": 135
},
"family_effect": {
"cohens_d": 1.768,
"mann_whitney_p": 2.44e-07,
"same_fam_mean_ci": [
0.4052,
0.3025,
0.5101
],
"diff_fam_mean_ci": [
0.1203,
0.098,
0.1438
]
},
"spearman_delta_tau": {
"rho": -0.7135,
"ci_95": [
-0.7791,
-0.6316
],
"p_value": 7.3e-31
},
"bonferroni_P1_spearman": {
"raw_p": 7.3e-31,
"corrected_p": 3.65e-30
},
"bonferroni_P4_objective": {
"raw_p": 4.23e-12,
"corrected_p": 2.11e-11
},
"bonferroni_P4_family": {
"raw_p": 2.44e-07,
"corrected_p": 1.22e-06
},
"op1_r2_ci": [
0.9237,
0.8468,
0.9866
]
} |