🔥🔥 Based on MMsegmentation 🔥🔥
Please refer to ./results directory for more results.
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| icnet_r18-d8_512x1024_160k_cityscapes | 58.73 | 67.29 | 4 | 58.73 | 67.29 | 4 | log | 20210827_041250.log.json |
| icnet_r18-d8_512x1024_80k_cityscapes | 54.08 | 64.15 | 7 | 58.84 | 70.58 | 6 | log | 20210827_041250.log.json |
| icnet_r18-d8_768x768_160k_cityscapes | 63.2 | 73.03 | 6 | 63.2 | 73.03 | 6 | log | 20210827_041250.log.json |
| icnet_r18-d8_768x768_80k_cityscapes | 66.58 | 75.58 | 10 | 66.58 | 75.58 | 10 | log | 20210827_041250.log.json |
| icnet_r18-d8_832x832_160k_cityscapes | 55.1 | 65.78 | 3 | 55.1 | 65.78 | 3 | log | 20210827_041250.log.json |
| icnet_r18-d8_832x832_80k_cityscapes | 53.17 | 63.37 | 5 | 53.61 | 61.02 | 4 | log | 20210827_041250.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| icnet_r18-d8-pretrained_512x1024_160k_cityscapes | 72.81 | 80.64 | 10 | 72.81 | 80.64 | 10 | log | 20210827_041250.log.json |
| icnet_r18-d8-pretrained_512x1024_80k_cityscapes | 71.97 | 80.79 | 10 | 71.97 | 80.79 | 10 | log | 20210827_041250.log.json |
| icnet_r18-d8-pretrained_768x768_160k_cityscapes | 73.97 | 82.08 | 10 | 73.97 | 82.08 | 10 | log | 20210827_041250.log.json |
| icnet_r18-d8-pretrained_768x768_80k_cityscapes | 71.58 | 80.05 | 10 | 71.58 | 80.05 | 10 | log | 20210827_041250.log.json |
| icnet_r18-d8-pretrained_832x832_160k_cityscapes | 73.86 | 81.68 | 10 | 73.86 | 81.68 | 10 | log | 20210827_041250.log.json |
| icnet_r18-d8-pretrained_832x832_80k_cityscapes | 72.85 | 80.92 | 10 | 72.85 | 80.92 | 10 | log | 20210827_041250.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| icnet_r50-d8_512x1024_160k_cityscapes | 72.7 | 80.69 | 10 | 72.7 | 80.69 | 10 | log | 20210827_041250.log.json |
| icnet_r50-d8_512x1024_80k_cityscapes | 66.44 | 77.15 | 7 | 66.44 | 77.15 | 7 | log | 20210827_041250.log.json |
| icnet_r50-d8_768x768_160k_cityscapes | 72.01 | 80.59 | 10 | 72.01 | 80.59 | 10 | log | 20210827_041250.log.json |
| icnet_r50-d8_768x768_80k_cityscapes | 68.29 | 77.38 | 10 | 68.29 | 77.38 | 10 | log | 20210827_041250.log.json |
| icnet_r50-d8_832x832_160k_cityscapes | 72.86 | 80.77 | 10 | 72.86 | 80.77 | 10 | log | 20210827_041250.log.json |
| icnet_r50-d8_832x832_80k_cityscapes | 70.13 | 78.7 | 10 | 70.13 | 78.7 | 10 | log | 20210827_041250.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| icnet_r50-d8-pretrained_512x1024_160k_cityscapes | 74.76 | 82.69 | 10 | 74.76 | 82.69 | 10 | log | 20210827_041250.log.json |
| icnet_r50-d8-pretrained_512x1024_80k_cityscapes | 74.73 | 82.76 | 10 | 74.73 | 82.76 | 10 | log | 20210827_041250.log.json |
| icnet_r50-d8-pretrained_768x768_160k_cityscapes | 74.7 | 82.55 | 10 | 74.7 | 82.55 | 10 | log | 20210827_041250.log.json |
| icnet_r50-d8-pretrained_768x768_80k_cityscapes | 74.18 | 82.65 | 10 | 74.18 | 82.65 | 10 | log | 20210827_041250.log.json |
| icnet_r50-d8-pretrained_832x832_160k_cityscapes | 74.98 | 82.65 | 10 | 74.98 | 82.65 | 10 | log | 20210827_041250.log.json |
| icnet_r50-d8-pretrained_832x832_80k_cityscapes | 75.24 | 83.14 | 10 | 75.24 | 83.14 | 10 | log | 20210827_041250.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| icnet_r101-d8_512x1024_160k_cityscapes | 72.81 | 80.87 | 10 | 72.81 | 80.87 | 10 | log | 20210827_041250.log.json |
| icnet_r101-d8_512x1024_80k_cityscapes | 67.89 | 77.73 | 10 | 67.89 | 77.73 | 10 | log | 20210827_041250.log.json |
| icnet_r101-d8_768x768_160k_cityscapes | 72.75 | 81.14 | 10 | 72.75 | 81.14 | 10 | log | 20210827_041250.log.json |
| icnet_r101-d8_768x768_80k_cityscapes | 68.82 | 77.71 | 10 | 68.82 | 77.71 | 10 | log | 20210827_041250.log.json |
| icnet_r101-d8_832x832_160k_cityscapes | 72.85 | 80.83 | 10 | 72.85 | 80.83 | 10 | log | 20210827_041250.log.json |
| icnet_r101-d8_832x832_80k_cityscapes | 70.35 | 79.02 | 10 | 70.35 | 79.02 | 10 | log | 20210827_041250.log.json |
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
|---|---|---|---|---|---|---|---|
| icnet_r101-d8-pretrained_512x1024_160k_cityscapes | 75.78 | 83.32 | 10 | 75.78 | 83.32 | 10 | log | 20210827_041250.log.json |
| icnet_r101-d8-pretrained_512x1024_80k_cityscapes | 74.22 | 82.62 | 10 | 74.22 | 82.62 | 10 | log | 20210827_041250.log.json |
| icnet_r101-d8-pretrained_768x768_160k_cityscapes | 75.12 | 83.12 | 10 | 75.12 | 83.12 | 10 | log | 20210827_041250.log.json |
| icnet_r101-d8-pretrained_768x768_80k_cityscapes | 74.97 | 82.96 | 10 | 74.97 | 82.96 | 10 | log | 20210827_041250.log.json |
| icnet_r101-d8-pretrained_832x832_160k_cityscapes | 75.87 | 83.48 | 10 | 75.87 | 83.48 | 10 | log | 20210827_041250.log.json |
| icnet_r101-d8-pretrained_832x832_80k_cityscapes | 74.61 | 82.75 | 10 | 74.61 | 82.75 | 10 | log | 20210827_041250.log.json |