depth-probe artifacts: probe-dependent layer ranking, scaling curves, SugarCrepe fitted re-test, banked null
9497609 verified | { | |
| "question": "does the object/arrangement depth spectrum survive a fitted probe", | |
| "fit_pool": 3440, | |
| "triples": 7511, | |
| "note": "head fitted on val2017 images SugarCrepe does not use", | |
| "results": { | |
| "L4": { | |
| "raw_macro": 0.5192, | |
| "fitted_macro": 0.4878, | |
| "raw": { | |
| "add_att": 0.5679, | |
| "add_obj": 0.5436, | |
| "replace_att": 0.5457, | |
| "replace_obj": 0.5139, | |
| "replace_rel": 0.522, | |
| "swap_att": 0.488, | |
| "swap_obj": 0.4531 | |
| }, | |
| "fitted": { | |
| "add_att": 0.4971, | |
| "add_obj": 0.5078, | |
| "replace_att": 0.5, | |
| "replace_obj": 0.5569, | |
| "replace_rel": 0.4794, | |
| "swap_att": 0.4204, | |
| "swap_obj": 0.4531 | |
| }, | |
| "raw_identity_minus_order": 0.0609, | |
| "fitted_identity_minus_order": 0.1038 | |
| }, | |
| "L12": { | |
| "raw_macro": 0.511, | |
| "fitted_macro": 0.5237, | |
| "raw": { | |
| "add_att": 0.5332, | |
| "add_obj": 0.5466, | |
| "replace_att": 0.5508, | |
| "replace_obj": 0.5285, | |
| "replace_rel": 0.4957, | |
| "swap_att": 0.4775, | |
| "swap_obj": 0.4449 | |
| }, | |
| "fitted": { | |
| "add_att": 0.5361, | |
| "add_obj": 0.5635, | |
| "replace_att": 0.5533, | |
| "replace_obj": 0.6114, | |
| "replace_rel": 0.5114, | |
| "swap_att": 0.47, | |
| "swap_obj": 0.4204 | |
| }, | |
| "raw_identity_minus_order": 0.0836, | |
| "fitted_identity_minus_order": 0.191 | |
| }, | |
| "L20": { | |
| "raw_macro": 0.5459, | |
| "fitted_macro": 0.5931, | |
| "raw": { | |
| "add_att": 0.5289, | |
| "add_obj": 0.5752, | |
| "replace_att": 0.5533, | |
| "replace_obj": 0.5708, | |
| "replace_rel": 0.6017, | |
| "swap_att": 0.5135, | |
| "swap_obj": 0.4776 | |
| }, | |
| "fitted": { | |
| "add_att": 0.552, | |
| "add_obj": 0.6421, | |
| "replace_att": 0.632, | |
| "replace_obj": 0.6961, | |
| "replace_rel": 0.6209, | |
| "swap_att": 0.5225, | |
| "swap_obj": 0.4857 | |
| }, | |
| "raw_identity_minus_order": 0.0933, | |
| "fitted_identity_minus_order": 0.2104 | |
| }, | |
| "L28": { | |
| "raw_macro": 0.5296, | |
| "fitted_macro": 0.5868, | |
| "raw": { | |
| "add_att": 0.4855, | |
| "add_obj": 0.5407, | |
| "replace_att": 0.5368, | |
| "replace_obj": 0.5333, | |
| "replace_rel": 0.5455, | |
| "swap_att": 0.5225, | |
| "swap_obj": 0.5429 | |
| }, | |
| "fitted": { | |
| "add_att": 0.5838, | |
| "add_obj": 0.6208, | |
| "replace_att": 0.5838, | |
| "replace_obj": 0.5738, | |
| "replace_rel": 0.6209, | |
| "swap_att": 0.5285, | |
| "swap_obj": 0.5959 | |
| }, | |
| "raw_identity_minus_order": -0.0096, | |
| "fitted_identity_minus_order": -0.0221 | |
| }, | |
| "L36": { | |
| "raw_macro": 0.5475, | |
| "fitted_macro": 0.5977, | |
| "raw": { | |
| "add_att": 0.5029, | |
| "add_obj": 0.5917, | |
| "replace_att": 0.5381, | |
| "replace_obj": 0.5611, | |
| "replace_rel": 0.6017, | |
| "swap_att": 0.47, | |
| "swap_obj": 0.5673 | |
| }, | |
| "fitted": { | |
| "add_att": 0.5434, | |
| "add_obj": 0.6499, | |
| "replace_att": 0.6218, | |
| "replace_obj": 0.6265, | |
| "replace_rel": 0.655, | |
| "swap_att": 0.524, | |
| "swap_obj": 0.5633 | |
| }, | |
| "raw_identity_minus_order": -0.0062, | |
| "fitted_identity_minus_order": 0.0632 | |
| }, | |
| "L44": { | |
| "raw_macro": 0.5526, | |
| "fitted_macro": 0.5772, | |
| "raw": { | |
| "add_att": 0.4957, | |
| "add_obj": 0.5689, | |
| "replace_att": 0.5343, | |
| "replace_obj": 0.6168, | |
| "replace_rel": 0.6024, | |
| "swap_att": 0.536, | |
| "swap_obj": 0.5143 | |
| }, | |
| "fitted": { | |
| "add_att": 0.5434, | |
| "add_obj": 0.5902, | |
| "replace_att": 0.6129, | |
| "replace_obj": 0.6689, | |
| "replace_rel": 0.6245, | |
| "swap_att": 0.539, | |
| "swap_obj": 0.4612 | |
| }, | |
| "raw_identity_minus_order": 0.1025, | |
| "fitted_identity_minus_order": 0.2077 | |
| }, | |
| "L47": { | |
| "raw_macro": 0.5523, | |
| "fitted_macro": 0.5685, | |
| "raw": { | |
| "add_att": 0.5058, | |
| "add_obj": 0.5684, | |
| "replace_att": 0.5381, | |
| "replace_obj": 0.6138, | |
| "replace_rel": 0.5996, | |
| "swap_att": 0.5465, | |
| "swap_obj": 0.4939 | |
| }, | |
| "fitted": { | |
| "add_att": 0.5231, | |
| "add_obj": 0.5902, | |
| "replace_att": 0.5876, | |
| "replace_obj": 0.661, | |
| "replace_rel": 0.6117, | |
| "swap_att": 0.5285, | |
| "swap_obj": 0.4776 | |
| }, | |
| "raw_identity_minus_order": 0.1199, | |
| "fitted_identity_minus_order": 0.1835 | |
| }, | |
| "L54": { | |
| "raw_macro": 0.5693, | |
| "fitted_macro": 0.5605, | |
| "raw": { | |
| "add_att": 0.5694, | |
| "add_obj": 0.5664, | |
| "replace_att": 0.5939, | |
| "replace_obj": 0.6659, | |
| "replace_rel": 0.6095, | |
| "swap_att": 0.527, | |
| "swap_obj": 0.4531 | |
| }, | |
| "fitted": { | |
| "add_att": 0.5809, | |
| "add_obj": 0.5718, | |
| "replace_att": 0.5698, | |
| "replace_obj": 0.6762, | |
| "replace_rel": 0.574, | |
| "swap_att": 0.494, | |
| "swap_obj": 0.4571 | |
| }, | |
| "raw_identity_minus_order": 0.2128, | |
| "fitted_identity_minus_order": 0.219 | |
| }, | |
| "L60": { | |
| "raw_macro": 0.5223, | |
| "fitted_macro": 0.502, | |
| "raw": { | |
| "add_att": 0.5202, | |
| "add_obj": 0.4777, | |
| "replace_att": 0.5431, | |
| "replace_obj": 0.5406, | |
| "replace_rel": 0.5128, | |
| "swap_att": 0.5435, | |
| "swap_obj": 0.5184 | |
| }, | |
| "fitted": { | |
| "add_att": 0.5289, | |
| "add_obj": 0.5194, | |
| "replace_att": 0.5203, | |
| "replace_obj": 0.5617, | |
| "replace_rel": 0.5185, | |
| "swap_att": 0.4655, | |
| "swap_obj": 0.4 | |
| }, | |
| "raw_identity_minus_order": 0.0222, | |
| "fitted_identity_minus_order": 0.1617 | |
| } | |
| } | |
| } |