EURASIP Journal on Advances in Signal Processing

Table 3 Comparison of different methods on both Corel-5K and ESP-Game

From: Class-specific Gaussian-multinomial latent Dirichlet allocation for image annotation

	Corel-5K		ESP-game
Methods	F ₁ Score	*mAP*	F ₁ score	*mAP*
TagProp	0.342	0.374	0.323	0.281
pLSA	0.193	0.235	0.185	0.156
GM-pLSA	0.254	0.289	0.213	0.179
GM-LDA	0.276	0.303	0.224	0.192
Corr-LDA	0.316	0.354	0.288	0.253
tr-mmLDA	0.323	0.361	0.295	0.259
css-LDA	0.350	0.391	0.325	0.282
csGM-LDA	0.353	0.394	0.334	0.290

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