Here you can find example outputs as well as input images from the NYU RGBD dataset. Click on a table row to see a modal window showing larger images. You can then use keyboard arrows (left and right) to go through the dataset.
ID | Input | Ours | Dollar et al. | ||||||
---|---|---|---|---|---|---|---|---|---|
Output | Recall | Precision | F | Output | Recall | Precision | F | ||
00000002 |
|
|
0.63 | 0.7 | 0.67 |
|
0.63 | 0.61 | 0.62 |
00000009 |
|
|
0.69 | 0.77 | 0.73 |
|
0.71 | 0.73 | 0.72 |
00000012 |
|
|
0.54 | 0.63 | 0.58 |
|
0.61 | 0.57 | 0.59 |
00000018 |
|
|
0.75 | 0.63 | 0.69 |
|
0.75 | 0.61 | 0.67 |
00000024 |
|
|
0.6 | 0.7 | 0.65 |
|
0.63 | 0.72 | 0.67 |
00000026 |
|
|
0.58 | 0.75 | 0.65 |
|
0.73 | 0.59 | 0.65 |
00000027 |
|
|
0.68 | 0.76 | 0.72 |
|
0.74 | 0.7 | 0.72 |
00000031 |
|
|
0.66 | 0.76 | 0.71 |
|
0.71 | 0.73 | 0.72 |
00000037 |
|
|
0.63 | 0.82 | 0.71 |
|
0.65 | 0.71 | 0.68 |
00000039 |
|
|
0.66 | 0.68 | 0.67 |
|
0.77 | 0.64 | 0.7 |
00000052 |
|
|
0.62 | 0.71 | 0.66 |
|
0.69 | 0.63 | 0.66 |
00000053 |
|
|
0.66 | 0.58 | 0.62 |
|
0.7 | 0.62 | 0.66 |
00000057 |
|
|
0.61 | 0.55 | 0.58 |
|
0.6 | 0.54 | 0.57 |
00000061 |
|
|
0.62 | 0.66 | 0.64 |
|
0.73 | 0.62 | 0.67 |
00000079 |
|
|
0.51 | 0.59 | 0.55 |
|
0.6 | 0.57 | 0.59 |
00000082 |
|
|
0.59 | 0.68 | 0.63 |
|
0.64 | 0.65 | 0.64 |
00000087 |
|
|
0.69 | 0.52 | 0.59 |
|
0.74 | 0.47 | 0.58 |
00000088 |
|
|
0.51 | 0.6 | 0.55 |
|
0.7 | 0.45 | 0.55 |
00000095 |
|
|
0.64 | 0.56 | 0.6 |
|
0.78 | 0.49 | 0.6 |
00000102 |
|
|
0.46 | 0.68 | 0.55 |
|
0.4 | 0.79 | 0.53 |
00000108 |
|
|
0.61 | 0.76 | 0.67 |
|
0.68 | 0.66 | 0.67 |
00000114 |
|
|
0.58 | 0.48 | 0.53 |
|
0.73 | 0.5 | 0.59 |
00000118 |
|
|
0.66 | 0.7 | 0.68 |
|
0.74 | 0.67 | 0.7 |
00000125 |
|
|
0.68 | 0.75 | 0.71 |
|
0.7 | 0.69 | 0.69 |
00000141 |
|
|
0.58 | 0.63 | 0.6 |
|
0.72 | 0.54 | 0.62 |
00000153 |
|
|
0.68 | 0.59 | 0.63 |
|
0.64 | 0.56 | 0.6 |
00000161 |
|
|
0.6 | 0.84 | 0.7 |
|
0.65 | 0.79 | 0.71 |
00000168 |
|
|
0.64 | 0.6 | 0.62 |
|
0.53 | 0.64 | 0.58 |
00000178 |
|
|
0.63 | 0.7 | 0.66 |
|
0.72 | 0.67 | 0.69 |
00000189 |
|
|
0.67 | 0.77 | 0.72 |
|
0.75 | 0.71 | 0.73 |
00000200 |
|
|
0.52 | 0.8 | 0.63 |
|
0.68 | 0.66 | 0.67 |
00000209 |
|
|
0.61 | 0.7 | 0.65 |
|
0.61 | 0.77 | 0.68 |
00000222 |
|
|
0.69 | 0.91 | 0.79 |
|
0.74 | 0.82 | 0.78 |
00000234 |
|
|
0.64 | 0.65 | 0.64 |
|
0.76 | 0.63 | 0.69 |
00000251 |
|
|
0.56 | 0.76 | 0.64 |
|
0.59 | 0.63 | 0.61 |
00000260 |
|
|
0.65 | 0.73 | 0.69 |
|
0.67 | 0.71 | 0.69 |
00000275 |
|
|
0.56 | 0.74 | 0.64 |
|
0.74 | 0.59 | 0.66 |
00000277 |
|
|
0.74 | 0.61 | 0.67 |
|
0.75 | 0.61 | 0.68 |
00000282 |
|
|
0.64 | 0.65 | 0.65 |
|
0.7 | 0.68 | 0.69 |
00000285 |
|
|
0.63 | 0.58 | 0.6 |
|
0.65 | 0.65 | 0.65 |
00000286 |
|
|
0.64 | 0.67 | 0.66 |
|
0.72 | 0.57 | 0.64 |
00000289 |
|
|
0.61 | 0.66 | 0.63 |
|
0.66 | 0.63 | 0.64 |
00000314 |
|
|
0.65 | 0.65 | 0.65 |
|
0.76 | 0.63 | 0.69 |
00000318 |
|
|
0.73 | 0.69 | 0.71 |
|
0.75 | 0.7 | 0.73 |
00000323 |
|
|
0.63 | 0.68 | 0.66 |
|
0.78 | 0.61 | 0.68 |
00000324 |
|
|
0.72 | 0.7 | 0.71 |
|
0.82 | 0.63 | 0.71 |
00000342 |
|
|
0.51 | 0.68 | 0.58 |
|
0.61 | 0.64 | 0.63 |
00000344 |
|
|
0.69 | 0.8 | 0.74 |
|
0.76 | 0.72 | 0.74 |
00000353 |
|
|
0.56 | 0.69 | 0.62 |
|
0.61 | 0.57 | 0.59 |
00000355 |
|
|
0.73 | 0.64 | 0.68 |
|
0.68 | 0.78 | 0.73 |
00000356 |
|
|
0.6 | 0.8 | 0.69 |
|
0.74 | 0.65 | 0.69 |
00000359 |
|
|
0.59 | 0.64 | 0.62 |
|
0.65 | 0.65 | 0.65 |
00000393 |
|
|
0.54 | 0.67 | 0.6 |
|
0.67 | 0.48 | 0.56 |
00000405 |
|
|
0.46 | 0.79 | 0.58 |
|
0.53 | 0.61 | 0.57 |
00000412 |
|
|
0.72 | 0.68 | 0.7 |
|
0.7 | 0.73 | 0.72 |
00000414 |
|
|
0.69 | 0.65 | 0.67 |
|
0.77 | 0.59 | 0.67 |
00000421 |
|
|
0.65 | 0.84 | 0.73 |
|
0.74 | 0.73 | 0.73 |
00000436 |
|
|
0.59 | 0.66 | 0.63 |
|
0.77 | 0.49 | 0.6 |
00000447 |
|
|
0.59 | 0.74 | 0.66 |
|
0.65 | 0.78 | 0.71 |
00000451 |
|
|
0.66 | 0.73 | 0.7 |
|
0.74 | 0.62 | 0.67 |
00000458 |
|
|
0.66 | 0.58 | 0.62 |
|
0.73 | 0.49 | 0.59 |
00000466 |
|
|
0.62 | 0.64 | 0.63 |
|
0.59 | 0.62 | 0.6 |
00000468 |
|
|
0.69 | 0.75 | 0.72 |
|
0.8 | 0.75 | 0.77 |
00000480 |
|
|
0.55 | 0.38 | 0.45 |
|
0.47 | 0.59 | 0.52 |
00000482 |
|
|
0.62 | 0.7 | 0.65 |
|
0.68 | 0.7 | 0.69 |
00000483 |
|
|
0.67 | 0.51 | 0.58 |
|
0.65 | 0.67 | 0.66 |
00000486 |
|
|
0.28 | 0.63 | 0.38 |
|
0.55 | 0.45 | 0.5 |
00000495 |
|
|
0.65 | 0.67 | 0.66 |
|
0.78 | 0.62 | 0.69 |
00000498 |
|
|
0.63 | 0.52 | 0.57 |
|
0.67 | 0.43 | 0.52 |
00000500 |
|
|
0.71 | 0.73 | 0.72 |
|
0.74 | 0.55 | 0.63 |
00000503 |
|
|
0.64 | 0.75 | 0.69 |
|
0.7 | 0.65 | 0.67 |
00000508 |
|
|
0.56 | 0.62 | 0.59 |
|
0.6 | 0.56 | 0.58 |
00000510 |
|
|
0.59 | 0.51 | 0.54 |
|
0.61 | 0.48 | 0.54 |
00000512 |
|
|
0.63 | 0.67 | 0.65 |
|
0.63 | 0.59 | 0.61 |
00000524 |
|
|
0.65 | 0.75 | 0.69 |
|
0.63 | 0.76 | 0.69 |
00000526 |
|
|
0.52 | 0.68 | 0.59 |
|
0.55 | 0.67 | 0.6 |
00000527 |
|
|
0.69 | 0.86 | 0.77 |
|
0.77 | 0.77 | 0.77 |
00000535 |
|
|
0.63 | 0.62 | 0.63 |
|
0.59 | 0.61 | 0.6 |
00000538 |
|
|
0.58 | 0.61 | 0.6 |
|
0.56 | 0.69 | 0.62 |
00000546 |
|
|
0.61 | 0.76 | 0.68 |
|
0.72 | 0.66 | 0.69 |
00000549 |
|
|
0.65 | 0.38 | 0.48 |
|
0.69 | 0.39 | 0.5 |
00000561 |
|
|
0.59 | 0.76 | 0.67 |
|
0.7 | 0.61 | 0.66 |
00000572 |
|
|
0.59 | 0.81 | 0.68 |
|
0.71 | 0.61 | 0.65 |
00000577 |
|
|
0.65 | 0.57 | 0.61 |
|
0.65 | 0.6 | 0.63 |
00000579 |
|
|
0.65 | 0.71 | 0.68 |
|
0.71 | 0.66 | 0.69 |
00000580 |
|
|
0.6 | 0.55 | 0.58 |
|
0.72 | 0.48 | 0.58 |
00000582 |
|
|
0.67 | 0.76 | 0.71 |
|
0.73 | 0.74 | 0.73 |
00000587 |
|
|
0.67 | 0.66 | 0.67 |
|
0.77 | 0.65 | 0.7 |
00000608 |
|
|
0.68 | 0.9 | 0.78 |
|
0.77 | 0.75 | 0.76 |
00000610 |
|
|
0.65 | 0.73 | 0.69 |
|
0.74 | 0.68 | 0.71 |
00000615 |
|
|
0.6 | 0.72 | 0.66 |
|
0.71 | 0.66 | 0.68 |
00000624 |
|
|
0.67 | 0.72 | 0.7 |
|
0.77 | 0.65 | 0.71 |
00000628 |
|
|
0.57 | 0.75 | 0.65 |
|
0.65 | 0.65 | 0.65 |
00000654 |
|
|
0.66 | 0.55 | 0.6 |
|
0.6 | 0.55 | 0.58 |
00000676 |
|
|
0.61 | 0.64 | 0.62 |
|
0.72 | 0.44 | 0.54 |
00000680 |
|
|
0.56 | 0.66 | 0.6 |
|
0.6 | 0.59 | 0.59 |
00000693 |
|
|
0.62 | 0.63 | 0.63 |
|
0.71 | 0.62 | 0.66 |
00000741 |
|
|
0.65 | 0.52 | 0.58 |
|
0.66 | 0.54 | 0.6 |
00000765 |
|
|
0.65 | 0.7 | 0.67 |
|
0.7 | 0.61 | 0.65 |
00000778 |
|
|
0.68 | 0.64 | 0.66 |
|
0.65 | 0.68 | 0.66 |
00000785 |
|
|
0.58 | 0.63 | 0.6 |
|
0.73 | 0.57 | 0.64 |
00000787 |
|
|
0.58 | 0.69 | 0.63 |
|
0.67 | 0.67 | 0.67 |
00000793 |
|
|
0.58 | 0.79 | 0.67 |
|
0.69 | 0.66 | 0.67 |
00000819 |
|
|
0.61 | 0.67 | 0.64 |
|
0.74 | 0.65 | 0.7 |
00000825 |
|
|
0.71 | 0.85 | 0.78 |
|
0.74 | 0.72 | 0.73 |
00000830 |
|
|
0.62 | 0.72 | 0.67 |
|
0.71 | 0.71 | 0.71 |
00000833 |
|
|
0.64 | 0.64 | 0.64 |
|
0.71 | 0.57 | 0.63 |
00000844 |
|
|
0.64 | 0.84 | 0.73 |
|
0.74 | 0.74 | 0.74 |
00000845 |
|
|
0.62 | 0.82 | 0.7 |
|
0.68 | 0.72 | 0.7 |
00000847 |
|
|
0.66 | 0.71 | 0.69 |
|
0.72 | 0.67 | 0.69 |
00000857 |
|
|
0.66 | 0.71 | 0.68 |
|
0.69 | 0.6 | 0.64 |
00000867 |
|
|
0.65 | 0.7 | 0.67 |
|
0.79 | 0.55 | 0.64 |
00000874 |
|
|
0.62 | 0.78 | 0.69 |
|
0.7 | 0.65 | 0.67 |
00000890 |
|
|
0.71 | 0.69 | 0.7 |
|
0.73 | 0.71 | 0.72 |
00000895 |
|
|
0.59 | 0.65 | 0.62 |
|
0.62 | 0.67 | 0.64 |
00000896 |
|
|
0.59 | 0.64 | 0.62 |
|
0.63 | 0.66 | 0.65 |
00000906 |
|
|
0.7 | 0.64 | 0.67 |
|
0.71 | 0.67 | 0.69 |
00000908 |
|
|
0.68 | 0.61 | 0.64 |
|
0.7 | 0.61 | 0.66 |
00000935 |
|
|
0.68 | 0.71 | 0.7 |
|
0.66 | 0.72 | 0.69 |
00000936 |
|
|
0.62 | 0.85 | 0.72 |
|
0.69 | 0.68 | 0.69 |
00000937 |
|
|
0.59 | 0.78 | 0.67 |
|
0.63 | 0.75 | 0.68 |
00000940 |
|
|
0.63 | 0.84 | 0.72 |
|
0.69 | 0.59 | 0.63 |
00000942 |
|
|
0.59 | 0.72 | 0.65 |
|
0.63 | 0.64 | 0.64 |
00000943 |
|
|
0.66 | 0.6 | 0.63 |
|
0.63 | 0.58 | 0.6 |
00000949 |
|
|
0.66 | 0.78 | 0.71 |
|
0.68 | 0.69 | 0.69 |
00000962 |
|
|
0.66 | 0.64 | 0.65 |
|
0.69 | 0.63 | 0.66 |
00000972 |
|
|
0.67 | 0.66 | 0.66 |
|
0.62 | 0.72 | 0.67 |
00000973 |
|
|
0.66 | 0.68 | 0.67 |
|
0.67 | 0.77 | 0.71 |
00000985 |
|
|
0.67 | 0.72 | 0.69 |
|
0.75 | 0.66 | 0.7 |
00000986 |
|
|
0.62 | 0.7 | 0.66 |
|
0.68 | 0.64 | 0.66 |
00000987 |
|
|
0.62 | 0.79 | 0.7 |
|
0.64 | 0.82 | 0.71 |
00000990 |
|
|
0.64 | 0.62 | 0.63 |
|
0.66 | 0.57 | 0.61 |
00000992 |
|
|
0.65 | 0.78 | 0.71 |
|
0.72 | 0.66 | 0.69 |
00000994 |
|
|
0.46 | 0.74 | 0.56 |
|
0.4 | 0.51 | 0.45 |
00000996 |
|
|
0.49 | 0.54 | 0.51 |
|
0.53 | 0.6 | 0.56 |
00001005 |
|
|
0.67 | 0.66 | 0.66 |
|
0.67 | 0.67 | 0.67 |
00001018 |
|
|
0.58 | 0.81 | 0.68 |
|
0.64 | 0.71 | 0.67 |
00001027 |
|
|
0.49 | 0.72 | 0.59 |
|
0.69 | 0.64 | 0.66 |
00001029 |
|
|
0.59 | 0.77 | 0.67 |
|
0.7 | 0.7 | 0.7 |
00001031 |
|
|
0.58 | 0.79 | 0.67 |
|
0.67 | 0.61 | 0.64 |
00001050 |
|
|
0.63 | 0.59 | 0.61 |
|
0.62 | 0.57 | 0.59 |
00001059 |
|
|
0.54 | 0.75 | 0.63 |
|
0.65 | 0.61 | 0.63 |
00001060 |
|
|
0.47 | 0.57 | 0.52 |
|
0.5 | 0.52 | 0.51 |
00001076 |
|
|
0.69 | 0.76 | 0.72 |
|
0.72 | 0.69 | 0.7 |
00001089 |
|
|
0.62 | 0.62 | 0.62 |
|
0.71 | 0.72 | 0.71 |
00001094 |
|
|
0.59 | 0.54 | 0.56 |
|
0.67 | 0.56 | 0.61 |
00001105 |
|
|
0.72 | 0.45 | 0.56 |
|
0.58 | 0.67 | 0.63 |
00001106 |
|
|
0.57 | 0.64 | 0.6 |
|
0.5 | 0.57 | 0.53 |
00001118 |
|
|
0.63 | 0.7 | 0.67 |
|
0.74 | 0.63 | 0.68 |
00001130 |
|
|
0.53 | 0.57 | 0.55 |
|
0.64 | 0.54 | 0.59 |
00001136 |
|
|
0.48 | 0.6 | 0.53 |
|
0.56 | 0.38 | 0.45 |
00001144 |
|
|
0.5 | 0.68 | 0.57 |
|
0.66 | 0.53 | 0.59 |
00001149 |
|
|
0.71 | 0.51 | 0.59 |
|
0.47 | 0.46 | 0.46 |
00001150 |
|
|
0.63 | 0.68 | 0.65 |
|
0.62 | 0.69 | 0.65 |
00001151 |
|
|
0.63 | 0.78 | 0.7 |
|
0.62 | 0.71 | 0.66 |
00001152 |
|
|
0.58 | 0.74 | 0.65 |
|
0.68 | 0.69 | 0.69 |
00001160 |
|
|
0.69 | 0.83 | 0.76 |
|
0.75 | 0.79 | 0.77 |
00001172 |
|
|
0.6 | 0.88 | 0.71 |
|
0.66 | 0.81 | 0.73 |
00001175 |
|
|
0.61 | 0.8 | 0.69 |
|
0.7 | 0.71 | 0.71 |
00001177 |
|
|
0.49 | 0.69 | 0.57 |
|
0.56 | 0.6 | 0.58 |
00001196 |
|
|
0.5 | 0.64 | 0.56 |
|
0.5 | 0.54 | 0.52 |
00001200 |
|
|
0.59 | 0.59 | 0.59 |
|
0.57 | 0.65 | 0.61 |
00001208 |
|
|
0.68 | 0.49 | 0.57 |
|
0.73 | 0.49 | 0.59 |
00001210 |
|
|
0.57 | 0.72 | 0.64 |
|
0.67 | 0.64 | 0.65 |
00001214 |
|
|
0.56 | 0.66 | 0.61 |
|
0.65 | 0.58 | 0.61 |
00001249 |
|
|
0.65 | 0.73 | 0.69 |
|
0.67 | 0.68 | 0.68 |
00001250 |
|
|
0.61 | 0.7 | 0.65 |
|
0.6 | 0.6 | 0.6 |
00001255 |
|
|
0.64 | 0.61 | 0.63 |
|
0.63 | 0.66 | 0.64 |
00001260 |
|
|
0.55 | 0.76 | 0.64 |
|
0.68 | 0.65 | 0.66 |
00001262 |
|
|
0.62 | 0.54 | 0.58 |
|
0.7 | 0.54 | 0.61 |
00001268 |
|
|
0.62 | 0.71 | 0.66 |
|
0.63 | 0.56 | 0.59 |
00001275 |
|
|
0.66 | 0.57 | 0.61 |
|
0.78 | 0.54 | 0.64 |
00001280 |
|
|
0.67 | 0.6 | 0.64 |
|
0.76 | 0.62 | 0.68 |
00001287 |
|
|
0.64 | 0.75 | 0.69 |
|
0.72 | 0.68 | 0.7 |
00001295 |
|
|
0.57 | 0.59 | 0.58 |
|
0.54 | 0.47 | 0.5 |
00001297 |
|
|
0.57 | 0.8 | 0.66 |
|
0.68 | 0.6 | 0.64 |
00001299 |
|
|
0.65 | 0.7 | 0.67 |
|
0.7 | 0.65 | 0.67 |
00001302 |
|
|
0.62 | 0.71 | 0.66 |
|
0.71 | 0.6 | 0.65 |
00001303 |
|
|
0.69 | 0.79 | 0.73 |
|
0.72 | 0.78 | 0.75 |
00001308 |
|
|
0.57 | 0.69 | 0.62 |
|
0.56 | 0.63 | 0.59 |
00001310 |
|
|
0.57 | 0.77 | 0.65 |
|
0.64 | 0.59 | 0.61 |
00001316 |
|
|
0.58 | 0.3 | 0.39 |
|
0.79 | 0.28 | 0.41 |
00001323 |
|
|
0.6 | 0.59 | 0.6 |
|
0.69 | 0.52 | 0.6 |
00001327 |
|
|
0.58 | 0.77 | 0.66 |
|
0.71 | 0.62 | 0.66 |
00001328 |
|
|
0.58 | 0.67 | 0.63 |
|
0.7 | 0.61 | 0.65 |
00001334 |
|
|
0.53 | 0.73 | 0.61 |
|
0.67 | 0.55 | 0.61 |
00001335 |
|
|
0.6 | 0.62 | 0.61 |
|
0.66 | 0.67 | 0.67 |
00001339 |
|
|
0.59 | 0.66 | 0.62 |
|
0.66 | 0.55 | 0.6 |
00001340 |
|
|
0.51 | 0.7 | 0.59 |
|
0.7 | 0.46 | 0.56 |
00001346 |
|
|
0.68 | 0.71 | 0.7 |
|
0.77 | 0.71 | 0.74 |
00001362 |
|
|
0.61 | 0.68 | 0.65 |
|
0.68 | 0.52 | 0.59 |
00001366 |
|
|
0.73 | 0.8 | 0.76 |
|
0.74 | 0.78 | 0.76 |
00001379 |
|
|
0.66 | 0.71 | 0.68 |
|
0.77 | 0.59 | 0.67 |
00001388 |
|
|
0.68 | 0.72 | 0.7 |
|
0.59 | 0.76 | 0.66 |
00001393 |
|
|
0.62 | 0.7 | 0.66 |
|
0.6 | 0.71 | 0.65 |
00001394 |
|
|
0.65 | 0.68 | 0.66 |
|
0.68 | 0.67 | 0.68 |
00001395 |
|
|
0.69 | 0.62 | 0.65 |
|
0.64 | 0.72 | 0.68 |
00001399 |
|
|
0.6 | 0.55 | 0.58 |
|
0.69 | 0.52 | 0.59 |
00001402 |
|
|
0.68 | 0.68 | 0.68 |
|
0.79 | 0.73 | 0.76 |
00001425 |
|
|
0.65 | 0.6 | 0.62 |
|
0.74 | 0.57 | 0.64 |