| { | |
| "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 | |
| } | |
| } | |