Research Article
Large-Scale Coarse-to-Fine Object Retrieval Ontology and Deep Local Multitask Learning
Table 11
Recall of 35 attributes using local multitask models with and without MCC.
| Attribute | With MCC | Without MCC |
| lace | 0.6996 | 0.6185 | knit | 0.7101 | 0.6606 | denim | 0.8035 | 0.8244 | chiffon | 0.6241 | 0.7538 | dye | 0.4688 | 0.3561 | fur | 0.7169 | 0.6654 | metallic | 0.2448 | 0.1573 | sleeve | 0.7235 | 0.6876 | sleeveless | 0.7093 | 0.6574 | v-neck | 0.5540 | 0.5702 | collar | 0.4377 | 0.3320 | button | 0.4193 | 0.4952 | zip | 0.5150 | 0.5173 | bow | 0.3140 | 0.3471 | maxi | 0.8560 | 0.8560 | shirt | 0.8480 | 0.8117 | fit | 0.6508 | 0.7127 | bodycon | 0.7436 | 0.7916 | mini | 0.5018 | 0.3593 | midi | 0.5383 | 0.4356 | slim | 0.5216 | 0.4330 | summer | 0.5856 | 0.5512 | classic | 0.6543 | 0.7025 | party | 0.4405 | 0.4152 | chic | 0.1235 | 0.1235 | solid | 0.1810 | 0.1810 | workout | 0.6045 | 0.6215 | varsity | 0.4878 | 0.4329 | print | 0.7578 | 0.8521 | floral | 0.7111 | 0.6264 | striped | 0.7542 | 0.7505 | dot | 0.5458 | 0.4935 | linen | 0.4785 | 0.4163 | marled | 0.5944 | 0.6250 | leopard | 0.4677 | 0.3118 | Average | 0.5711 | 0.5470 |
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