Table 4.
Task | Method | MIRFLICKR-25K | NUS-WIDE | MS-COCO | ||||||
---|---|---|---|---|---|---|---|---|---|---|
16 bits | 32 bits | 64 bits | 16 bits | 32 bits | 64 bits | 16 bits | 32 bits | 64 bits | ||
baseline | 0.8219 | 0.8500 | 0.8620 | 0.6868 | 0.7174 | 0.7312 | 0.6816 | 0.7526 | 0.7859 | |
TEGAH-V1 | 0.8225 | 0.8506 | 0.8620 | 0.6822 | 0.7176 | 0.7436 | 0.6987 | 0.7502 | 0.7882 | |
TEGAH-V2 | 0.8261 | 0.8537 | 0.8696 | 0.6980 | 0.7187 | 0.7442 | 0.6845 | 0.7523 | 0.7913 | |
TEGAH-V3 | 0.8441 | 0.8571 | 0.8644 | 0.7053 | 0.7155 | 0.7283 | 0.7287 | 0.7822 | 0.8054 | |
TEGAH-V4 | 0.8260 | 0.8513 | 0.8632 | 0.6960 | 0.7219 | 0.7415 | 0.6874 | 0.7536 | 0.7900 | |
TEGAH-V5 | 0.8480 | 0.8592 | 0.8643 | 0.7044 | 0.7119 | 0.7268 | 0.7322 | 0.7841 | 0.8063 | |
TEGAH-V6 | 0.8476 | 0.8575 | 0.8651 | 0.7036 | 0.7107 | 0.7290 | 0.7346 | 0.7817 | 0.8086 | |
I2T | TEGAH | 0.8484 | 0.8665 | 0.8740 | 0.7052 | 0.7236 | 0.7356 | 0.7542 | 0.8021 | 0.8219 |
baseline | 0.7794 | 0.8095 | 0.8292 | 0.6844 | 0.7189 | 0.7303 | 0.6804 | 0.7448 | 0.7801 | |
TEGAH-V1 | 0.7981 | 0.8156 | 0.8339 | 0.6911 | 0.7237 | 0.7430 | 0.6970 | 0.7471 | 0.7842 | |
TEGAH-V2 | 0.7836 | 0.8089 | 0.8262 | 0.7092 | 0.7202 | 0.7418 | 0.6882 | 0.7439 | 0.7860 | |
TEGAH-V3 | 0.8108 | 0.8267 | 0.8368 | 0.7254 | 0.7401 | 0.7498 | 0.7227 | 0.7812 | 0.8069 | |
TEGAH-V4 | 0.7956 | 0.8110 | 0.8318 | 0.7004 | 0.7288 | 0.7464 | 0.6822 | 0.7475 | 0.7850 | |
TEGAH-V5 | 0.8176 | 0.8313 | 0.8410 | 0.7234 | 0.7367 | 0.7519 | 0.7268 | 0.7828 | 0.8094 | |
TEGAH-V6 | 0.8158 | 0.8295 | 0.8397 | 0.7278 | 0.7377 | 0.7466 | 0.7312 | 0.7812 | 0.8126 | |
T2I | TEGAH | 0.8238 | 0.8406 | 0.8481 | 0.7403 | 0.7578 | 0.7665 | 0.7593 | 0.8044 | 0.8263 |