Table 5: CBIR Performance on Single Features on the Year 2009 Data Collection
Features |
MAP |
Bpref |
P@5 |
P@10 |
P@30 |
rel_ret |
DefaultDoc |
0.0097 |
0.0367 |
0.0320 |
0.0360 |
0.0360 |
302 |
ExtensiveDoc |
0.0086 |
0.0301 |
0.0160 |
0.0280 |
0.0320 |
261 |
CEDD |
0.0054 |
0.0322 |
0.0080 |
0.0280 |
0.0213 |
204 |
FastDoc |
0.0035 |
0.0263 |
0.0080 |
0.0160 |
0.0187 |
171 |
FCTH |
0.0030 |
0.0267 |
0.0080 |
0.0080 |
0.0133 |
185 |
ColorOnly |
0.0024 |
0.0209 |
0.0160 |
0.0160 |
0.0120 |
121 |
AutoColorCorrelation |
0.0017 |
0.0156 |
0.0160 |
0.0120 |
0.0053 |
93 |
ColorHistogram |
0.0014 |
0.0151 |
0.0080 |
0.0080 |
0.0080 |
93 |
Tamura |
0.0012 |
0.0281 |
0.0000 |
0.0120 |
0.0120 |
115 |
Gabor |
0.0002 |
0.0160 |
0.0000 |
0.0000 |
0.0027 |
55 |