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Publish validated PGCM ICML reproduction
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{
"claim": 2,
"literal_claim": "On ColorMNIST+, PGCM matches CBM performance with concept accuracy 99.2±0.0 vs 99.2±0.1 and task accuracy 99.7±0.0 vs 99.6±0.1, while on CelebA CBM's task accuracy (84.0±0.3) modestly exceeds PGCM's (83.0±0.0) (Table 4).",
"native_result": {
"cbm": {
"concept_accuracy": 0.9913396835327148,
"task_accuracy": 0.9959578947368422
},
"cbm_permuted_label_control": {
"concept_accuracy": 0.5023798942565918,
"task_accuracy": 0.9023157894736842
},
"pgcm": {
"concept_accuracy": 0.9880701899528503,
"task_accuracy": 0.9938
},
"pgcm_permuted_label_control": {
"concept_accuracy": 0.502457320690155,
"task_accuracy": 0.9023263157894736
},
"primary_table_values_present": true
}
}