Datasets:
Tasks:
Feature Extraction
Languages:
English
Size:
1K<n<10K
Tags:
representation-similarity
representation-convergence
cross-model-transport
benchmark
alignment
evaluation
License:
Invalid JSON: Unexpected token 'N', ..."roc_auc": NaN,
"... is not valid JSON
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| "target": "tau >= 0.5 (Convergent)", | |
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| 0.5577, | |
| 0.8197 | |
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| "reg_spearman": -0.473, | |
| "reg_spearman_p": 0.00313, | |
| "held_out_family": "mae" | |
| }, | |
| { | |
| "n_train": 171, | |
| "n_test": 19, | |
| "n_pos_train": 11, | |
| "n_pos_test": 2, | |
| "roc_auc": 0.882, | |
| "pr_auc": 0.417, | |
| "f1": 0.0, | |
| "precision": 0.0, | |
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| -1.3101, | |
| 0.6778, | |
| 0.615 | |
| ], | |
| "reg_spearman": 0.739, | |
| "reg_spearman_p": 0.000304, | |
| "held_out_family": "mlpmixer" | |
| }, | |
| { | |
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| "n_test": 124, | |
| "n_pos_train": 3, | |
| "n_pos_test": 10, | |
| "roc_auc": 0.875, | |
| "pr_auc": 0.557, | |
| "f1": 0.378, | |
| "precision": 0.259, | |
| "recall": 0.7, | |
| "coef": [ | |
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| 0.8773, | |
| -0.8322, | |
| 0.6888, | |
| 1.0973 | |
| ], | |
| "reg_spearman": 0.736, | |
| "reg_spearman_p": 2.24e-22, | |
| "held_out_family": "supervised" | |
| } | |
| ] | |
| } | |
| }, | |
| "random_stratified_cv": { | |
| "objective_only": { | |
| "mean_roc_auc": 0.833, | |
| "std_roc_auc": 0.039, | |
| "mean_pr_auc": 0.184, | |
| "mean_f1": 0.314, | |
| "mean_reg_spearman": 0.353, | |
| "n_splits": 5 | |
| }, | |
| "cka_only": { | |
| "mean_roc_auc": 0.944, | |
| "std_roc_auc": 0.04, | |
| "mean_pr_auc": 0.628, | |
| "mean_f1": 0.381, | |
| "mean_reg_spearman": 0.732, | |
| "n_splits": 5 | |
| }, | |
| "delta_only": { | |
| "mean_roc_auc": 0.797, | |
| "std_roc_auc": 0.056, | |
| "mean_pr_auc": 0.215, | |
| "mean_f1": 0.262, | |
| "mean_reg_spearman": 0.698, | |
| "n_splits": 5 | |
| }, | |
| "s_local_only": { | |
| "mean_roc_auc": 0.883, | |
| "std_roc_auc": 0.053, | |
| "mean_pr_auc": 0.538, | |
| "mean_f1": 0.351, | |
| "mean_reg_spearman": 0.672, | |
| "n_splits": 5 | |
| }, | |
| "bcct_no_bitrate": { | |
| "mean_roc_auc": 0.891, | |
| "std_roc_auc": 0.064, | |
| "mean_pr_auc": 0.645, | |
| "mean_f1": 0.372, | |
| "mean_reg_spearman": 0.717, | |
| "n_splits": 5 | |
| }, | |
| "bcct_combined": { | |
| "mean_roc_auc": 0.891, | |
| "std_roc_auc": 0.044, | |
| "mean_pr_auc": 0.517, | |
| "mean_f1": 0.36, | |
| "mean_reg_spearman": 0.743, | |
| "n_splits": 5 | |
| } | |
| } | |
| } |