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 |