Results

These results were obtained entirely automatically, using the unlabeled, unfiltered PASCAL VOC 2011 dataset. Each row shows the most confident members of each cluster as measured by likelihood ratio, and they are sorted by the sum of the log-likelihood ratios of verified patches. Mouseover each image to see the generated log likelihood ratio of thing versus stuff. We outline in green the patch that was originally retrieved via Exemplar-LDA, and we white-out any region that the model does not believe is a part of the thing. Black boundaries indicate either the edge of the image, or the point at which we cut off the display (for many images, the region considered to be thing continues well outside the patch displayed here).

These results were obtained using the code we're releasing, which has been modified slightly from the code we used for the paper. Hence, the results are not identical. You can see the input used to generate each row of this table here

1:detr. no. 5757
2:detr. no. 4840
3:detr. no. 4722
4:detr. no. 817
5:detr. no. 3458
6:detr. no. 4300
7:detr. no. 4819
8:detr. no. 4349
9:detr. no. 4509
10:detr. no. 5421
11:detr. no. 5566
12:detr. no. 4318
13:detr. no. 293
14:detr. no. 5043
15:detr. no. 1934
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18:detr. no. 1433
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20:detr. no. 3010
21:detr. no. 3212
22:detr. no. 561
23:detr. no. 3425
24:detr. no. 2882
25:detr. no. 4105
26:detr. no. 3886
27:detr. no. 5247
28:detr. no. 2350
29:detr. no. 186
30:detr. no. 5541
31:detr. no. 3878
32:detr. no. 2636
33:detr. no. 3982
34:detr. no. 4623
35:detr. no. 3355
36:detr. no. 5389
37:detr. no. 5165
38:detr. no. 4894
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40:detr. no. 4895
41:detr. no. 4288
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51:detr. no. 5010
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58:detr. no. 4631
59:detr. no. 3025
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66:detr. no. 4550
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118:detr. no. 619
119:detr. no. 2390
120:detr. no. 1970
121:detr. no. 3272
122:detr. no. 691