aiflow-math-ink-06-intermediate / reports /formula_context_contract_3seed.json
cwLeeDev's picture
Add 3-seed formula-domain generalization study
4a3cd2f verified
Raw
History Blame Contribute Delete
2.91 kB
{
"experiment": "R-MATH-INK-06-FORMULA-CONTEXT-CONTRACT-001",
"generated_at": "2026-07-23T20:58:38.398037+00:00",
"split_contract": "CROHME trainData writer-validation mode selection; testDataGT one-shot",
"context_modes": [
"formula",
"missing",
"local_full",
"height_only"
],
"validation_sweep": [
{
"mode": "formula",
"all_supported": {
"samples": 3241,
"exact_top1": 0.5637149028077754,
"visual_family_top1": 0.6457883369330454
},
"behavior_targets": {
"samples": 467,
"exact_top1": 0.284796573875803,
"visual_family_top1": 0.6552462526766595
}
},
{
"mode": "missing",
"all_supported": {
"samples": 3241,
"exact_top1": 0.6078370873187288,
"visual_family_top1": 0.7655044739278001
},
"behavior_targets": {
"samples": 467,
"exact_top1": 0.18629550321199143,
"visual_family_top1": 0.44325481798715205
}
},
{
"mode": "local_full",
"all_supported": {
"samples": 3241,
"exact_top1": 0.5387226164763962,
"visual_family_top1": 0.6525763653193459
},
"behavior_targets": {
"samples": 467,
"exact_top1": 0.08137044967880086,
"visual_family_top1": 0.5396145610278372
}
},
{
"mode": "height_only",
"all_supported": {
"samples": 3241,
"exact_top1": 0.5029311940759025,
"visual_family_top1": 0.5766738660907127
},
"behavior_targets": {
"samples": 467,
"exact_top1": 0.042826552462526764,
"visual_family_top1": 0.41541755888650966
}
}
],
"selected_mode": "formula",
"selected_validation": {
"mode": "formula",
"all_supported": {
"samples": 3241,
"exact_top1": 0.5637149028077754,
"visual_family_top1": 0.6457883369330454
},
"behavior_targets": {
"samples": 467,
"exact_top1": 0.284796573875803,
"visual_family_top1": 0.6552462526766595
}
},
"validation_branch_oracle": {
"all_supported": {
"samples": 3241,
"exact_oracle": 0.7682813946312866,
"visual_family_oracle": 0.8805924097500771
},
"behavior_targets": {
"samples": 467,
"exact_oracle": 0.37687366167023556,
"visual_family_oracle": 0.7516059957173448
}
},
"official_test": {
"all_supported": {
"samples": 5921,
"exact_top1": 0.6302989359905421,
"visual_family_top1": 0.6818105049822665
},
"behavior_targets": {
"samples": 635,
"exact_top1": 0.3543307086614173,
"visual_family_top1": 0.5574803149606299
}
},
"track": "R_noncommercial_only",
"product_validation": false,
"distillation_allowed": false
}