🔥🔥 Based on MMsegmentation 🔥🔥
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| deeplabv3_r101-v1d-d8_480x480_80k_pascal_context | 45.06 | 55.89 | 10 | 45.06 | 55.89 | 10 | log | 20210825_152757.log.json |
| deeplabv3_r101-v1d-d8_480x480_80k_pascal_context | 44.82 | 55.48 | 10 | 44.82 | 55.48 | 10 | log | 20210825_152757.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| pspnet_r101-v1d-d8_480x480_80k_pascal_context | 44.58 | 55.13 | 10 | 44.64 | 55.35 | 8 | log | 20210825_152757.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| deeplabv3_r101-v1d-d8_480x480_80k_pascal_context_59 | 49.6 | 60.26 | 10 | 49.6 | 60.26 | 10 | log | 20210825_152757.log.json |
| deeplabv3_r101-v1d-d8_480x480_80k_pascal_context_59 | 49.68 | 60.29 | 10 | 49.68 | 60.29 | 10 | log | 20210825_152757.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| pspnet_r101-v1d-d8_480x480_80k_pascal_context_59 | 49.76 | 60.73 | 10 | 49.76 | 60.73 | 10 | log | 20210825_152757.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| deeplabv3_r101-v1d-d8_512x1024_80k_cityscapes | 68.63 | 78.58 | 5 | 70.99 | 80.36 | 4 | log | 20210825_152757.log.json |
| deeplabv3_r101-v1d-d8_512x1024_80k_cityscapes | 79.37 | 86.54 | 6 | 79.37 | 86.54 | 6 | log | 20210825_152757.log.json |
| deeplabv3_r101-v1d-d8_512x1024_80k_cityscapes | 79.54 | 86.78 | 2 | 79.54 | 86.78 | 2 | log | 20210825_152757.log.json |
| deeplabv3_r101-v1d-d8_769x769_80k_cityscapes | 79.48 | 87.54 | 10 | 79.48 | 87.54 | 10 | log | 20210825_152757.log.json |
| deeplabv3_r101-v1d-d8_769x769_80k_cityscapes | 79.31 | 87.22 | 5 | 79.31 | 87.22 | 5 | log | 20210825_152757.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| pspnet_r101-v1d-d8_512x1024_80k_cityscapes | 78.97 | 85.63 | 10 | 78.97 | 85.63 | 10 | log | 20210825_152757.log.json |
| pspnet_r101-v1d-d8_769x769_80k_cityscapes | 78.76 | 87.33 | 10 | 78.76 | 87.33 | 10 | log | 20210825_152757.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| deeplabv3_r101-v1d-d8_512x512_160k_ade20k | 31.7 | 42.13 | 3 | 31.7 | 42.13 | 3 | log | 20210825_152757.log.json |
| deeplabv3_r101-v1d-d8_512x512_160k_ade20k | 37.33 | 49.58 | 4 | 37.33 | 49.58 | 4 | log | 20210825_152757.log.json |
| deeplabv3_r101-v1d-d8_512x512_160k_ade20k | 40.51 | 51.59 | 3 | 40.51 | 51.59 | 3 | log | 20210825_152757.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| pspnet_r101-v1d-d8_512x512_160k_ade20k | 43.78 | 54.06 | 10 | 43.78 | 54.06 | 10 | log | 20210825_152757.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| deeplabv3_r101-v1d-d8_512x512_40k_voc12aug | 78.02 | 86.61 | 10 | 78.02 | 86.61 | 10 | log | 20210825_152757.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| pspnet_r101-v1d-d8_512x512_40k_voc12aug | 76.56 | 85.08 | 10 | 77.17 | 85.89 | 9 | log | 20210825_152757.log.json |