Table 2.
Statistics on the Variation of Information (VoI) over 240 images as a function of K (Microsoft Research Cambridge images).
| K | 2 | 4 | 6 | 8 | 10 | |
|---|---|---|---|---|---|---|
| Ncuts | mean | 1.7911 | 2.2034 | 2.4344 | 2.6885 | 2.8828 |
| median | 1.8201 | 2.1990 | 2.4392 | 2.7134 | 2.8956 | |
| st. dev. | 0.4402 | 0.4213 | 0.4003 | 0.3673 | 0.3615 | |
| Multi-scale Ncuts | mean | 1.7017 | 2.0538 | 2.3535 | 2.5548 | 2.7397 |
| median | 1.7322 | 2.0238 | 2.3746 | 2.5912 | 2.7471 | |
| st. dev. | 0.4253 | 0.4276 | 0.4030 | 0.4056 | 0.4215 | |
| Stu.-t MM | mean | 1.4903 | 2.0078 | 2.4258 | 2.7421 | 3.0085 |
| median | 1.5312 | 2.0283 | 2.4653 | 2.7495 | 3.0341 | |
| st. dev. | 0.5161 | 0.4544 | 0.4120 | 0.3941 | 0.3798 | |
| St.-svgm | mean | 1.4031 | 1.8957 | 2.2667 | 2.5764 | 2.7999 |
| median | 1.4000 | 1.8957 | 2.2673 | 2.5919 | 2.8123 | |
| st. dev. | 0.5094 | 0.4176 | 0.4113 | 0.3956 | 0.4001 | |
| DP | mean | 1.4810 | 1.9522 | 2.2961 | 2.5808 | 2.7740 |
| median | 1.5145 | 1.9522 | 2.3541 | 2.6321 | 2.8432 | |
| st. dev. | 0.4952 | 0.3923 | 0.4186 | 0.4164 | 0.4573 | |
| KSBP | mean | 1.4806 | 1.9383 | 2.3063 | 2.5888 | 2.7873 |
| median | 1.4980 | 1.9811 | 2.3403 | 2.6304 | 2.8338 | |
| st. dev. | 0.4811 | 0.3919 | 0.4150 | 0.4128 | 0.4457 | |
| LSBP | mean | 1.4484 | 1.8142 | 1.9811 | 2.1050 | 2.0861 |
| median | 1.4631 | 1.8288 | 1.9825 | 2.1528 | 2.1178 | |
| st. dev. | 0.4835 | 0.4478 | 0.4979 | 0.5101 | 0.5254 | |