https://github.com/junjun2016/coco-stuff_benchmark
COCO-Stuff Benchmark
https://github.com/junjun2016/coco-stuff_benchmark
coco-stuff-10k coco-stuff-164k deeplabv3 mmsegmentation pspnet segmentation semantic-segmentation
Last synced: 6 months ago
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COCO-Stuff Benchmark
- Host: GitHub
- URL: https://github.com/junjun2016/coco-stuff_benchmark
- Owner: Junjun2016
- License: apache-2.0
- Created: 2021-08-30T17:12:20.000Z (about 4 years ago)
- Default Branch: master
- Last Pushed: 2022-10-30T03:04:14.000Z (almost 3 years ago)
- Last Synced: 2025-03-25T11:51:38.660Z (7 months ago)
- Topics: coco-stuff-10k, coco-stuff-164k, deeplabv3, mmsegmentation, pspnet, segmentation, semantic-segmentation
- Language: Python
- Homepage:
- Size: 16.4 MB
- Stars: 4
- Watchers: 1
- Forks: 1
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- Contributing: .github/CONTRIBUTING.md
- License: LICENSE
- Code of conduct: .github/CODE_OF_CONDUCT.md
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README
# COCO-Stuff Benchmark
🔥🔥 Based on [MMsegmentation](https://github.com/open-mmlab/mmsegmentation) 🔥🔥
## COCO-Stuff 10k
### DeepLabV3
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
| ------ | --------- | --------- | --------- | --------- | --------- | --------- | -------- |
| [deeplabv3_r101-d8_512x512_4x4_160k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r101-d8_512x512_4x4_160k_coco_stuff10k.py) | 36.61 | 47.61 | 10 | 36.61 | 47.61 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_160k_coco_stuff10k/20210711_175536.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_160k_coco_stuff10k/20210711_175536.log.json) |
| [deeplabv3_r101-d8_512x512_4x4_20k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r101-d8_512x512_4x4_20k_coco_stuff10k.py) | 37.3 | 49.38 | 10 | 37.3 | 49.38 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_20k_coco_stuff10k/20210821_043025.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_20k_coco_stuff10k/20210821_043025.log.json) |
| [deeplabv3_r101-d8_512x512_4x4_320k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r101-d8_512x512_4x4_320k_coco_stuff10k.py) | 35.92 | 45.89 | 10 | 35.92 | 45.89 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_320k_coco_stuff10k/20210711_175535.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_320k_coco_stuff10k/20210711_175535.log.json) |
| [deeplabv3_r101-d8_512x512_4x4_40k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r101-d8_512x512_4x4_40k_coco_stuff10k.py) | 37.81 | 49.98 | 10 | 37.81 | 49.98 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_40k_coco_stuff10k/20210821_043305.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_40k_coco_stuff10k/20210821_043305.log.json) |
| [deeplabv3_r101-d8_512x512_4x4_80k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r101-d8_512x512_4x4_80k_coco_stuff10k.py) | 37.27 | 49.15 | 10 | 37.27 | 49.15 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_80k_coco_stuff10k/20210711_175535.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_80k_coco_stuff10k/20210711_175535.log.json) |
| [deeplabv3_r50-d8_512x512_4x4_160k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r50-d8_512x512_4x4_160k_coco_stuff10k.py) | 35.17 | 45.9 | 10 | 35.17 | 45.9 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_160k_coco_stuff10k/20210711_175537.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_160k_coco_stuff10k/20210711_175537.log.json) |
| [deeplabv3_r50-d8_512x512_4x4_20k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r50-d8_512x512_4x4_20k_coco_stuff10k.py) | 34.66 | 46.38 | 10 | 34.66 | 46.38 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_20k_coco_stuff10k/20210821_043025.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_20k_coco_stuff10k/20210821_043025.log.json) |
| [deeplabv3_r50-d8_512x512_4x4_320k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r50-d8_512x512_4x4_320k_coco_stuff10k.py) | 34.66 | 44.86 | 10 | 34.66 | 44.86 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_320k_coco_stuff10k/20210711_175535.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_320k_coco_stuff10k/20210711_175535.log.json) |
| [deeplabv3_r50-d8_512x512_4x4_40k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r50-d8_512x512_4x4_40k_coco_stuff10k.py) | 35.73 | 47.77 | 10 | 35.73 | 47.77 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_40k_coco_stuff10k/20210821_043305.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_40k_coco_stuff10k/20210821_043305.log.json) |
| [deeplabv3_r50-d8_512x512_4x4_80k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r50-d8_512x512_4x4_80k_coco_stuff10k.py) | 36.05 | 47.31 | 10 | 36.05 | 47.31 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_80k_coco_stuff10k/20210716_144429.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_80k_coco_stuff10k/20210716_144429.log.json) |
### PSPNet
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
| ------ | --------- | --------- | --------- | --------- | --------- | --------- | -------- |
| [pspnet_r101-d8_512x512_4x4_160k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r101-d8_512x512_4x4_160k_coco_stuff10k.py) | 36.74 | 47.91 | 10 | 36.74 | 47.91 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_160k_coco_stuff10k/20210711_194759.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_160k_coco_stuff10k/20210711_194759.log.json) |
| [pspnet_r101-d8_512x512_4x4_20k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r101-d8_512x512_4x4_20k_coco_stuff10k.py) | 37.26 | 49.33 | 10 | 37.26 | 49.33 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_20k_coco_stuff10k/20210820_232135.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_20k_coco_stuff10k/20210820_232135.log.json) |
| [pspnet_r101-d8_512x512_4x4_320k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r101-d8_512x512_4x4_320k_coco_stuff10k.py) | 35.15 | 45.99 | 10 | 35.15 | 45.99 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_320k_coco_stuff10k/20210711_210229.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_320k_coco_stuff10k/20210711_210229.log.json) |
| [pspnet_r101-d8_512x512_4x4_40k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r101-d8_512x512_4x4_40k_coco_stuff10k.py) | 37.76 | 49.65 | 10 | 37.76 | 49.65 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_40k_coco_stuff10k/20210821_014022.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_40k_coco_stuff10k/20210821_014022.log.json) |
| [pspnet_r101-d8_512x512_4x4_80k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r101-d8_512x512_4x4_80k_coco_stuff10k.py) | 37.43 | 49.03 | 10 | 37.43 | 49.03 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_80k_coco_stuff10k/20210711_194759.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_80k_coco_stuff10k/20210711_194759.log.json) |
| [pspnet_r50-d8_512x512_4x4_160k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r50-d8_512x512_4x4_160k_coco_stuff10k.py) | 36.16 | 47.03 | 10 | 36.16 | 47.03 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_160k_coco_stuff10k/20210711_184424.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_160k_coco_stuff10k/20210711_184424.log.json) |
| [pspnet_r50-d8_512x512_4x4_20k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r50-d8_512x512_4x4_20k_coco_stuff10k.py) | 35.69 | 47.04 | 10 | 35.69 | 47.04 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_20k_coco_stuff10k/20210820_203258.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_20k_coco_stuff10k/20210820_203258.log.json) |
| [pspnet_r50-d8_512x512_4x4_320k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r50-d8_512x512_4x4_320k_coco_stuff10k.py) | 34.44 | 44.78 | 10 | 34.44 | 44.78 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_320k_coco_stuff10k/20210711_184424.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_320k_coco_stuff10k/20210711_184424.log.json) |
| [pspnet_r50-d8_512x512_4x4_40k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r50-d8_512x512_4x4_40k_coco_stuff10k.py) | 36.33 | 47.72 | 10 | 36.33 | 47.72 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_40k_coco_stuff10k/20210821_030857.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_40k_coco_stuff10k/20210821_030857.log.json) |
| [pspnet_r50-d8_512x512_4x4_80k_coco_stuff10k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r50-d8_512x512_4x4_80k_coco_stuff10k.py) | 35.86 | 47.1 | 10 | 35.86 | 47.1 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_80k_coco_stuff10k/20210711_210229.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_80k_coco_stuff10k/20210711_210229.log.json) |
## COCO-Stuff 164k
### DeepLabV3
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
| ------ | --------- | --------- | --------- | --------- | --------- | --------- | -------- |
| [deeplabv3_r101-d8_512x512_4x4_160k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r101-d8_512x512_4x4_160k_coco_stuff164k.py) | 41.82 | 54.63 | 10 | 41.82 | 54.63 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_160k_coco_stuff164k/20210709_155402.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_160k_coco_stuff164k/20210709_155402.log.json) |
| [deeplabv3_r101-d8_512x512_4x4_320k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r101-d8_512x512_4x4_320k_coco_stuff164k.py) | 42.61 | 55.24 | 10 | 42.61 | 55.24 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_320k_coco_stuff164k/20210709_155402.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_320k_coco_stuff164k/20210709_155402.log.json) |
| [deeplabv3_r101-d8_512x512_4x4_80k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r101-d8_512x512_4x4_80k_coco_stuff164k.py) | 40.87 | 53.8 | 10 | 40.87 | 53.8 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_80k_coco_stuff164k/20210709_201252.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r101-d8_512x512_4x4_80k_coco_stuff164k/20210709_201252.log.json) |
| [deeplabv3_r50-d8_512x512_4x4_160k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r50-d8_512x512_4x4_160k_coco_stuff164k.py) | 41.09 | 53.37 | 10 | 41.09 | 53.37 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_160k_coco_stuff164k/20210709_163016.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_160k_coco_stuff164k/20210709_163016.log.json) |
| [deeplabv3_r50-d8_512x512_4x4_320k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r50-d8_512x512_4x4_320k_coco_stuff164k.py) | 41.37 | 53.82 | 10 | 41.37 | 53.82 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_320k_coco_stuff164k/20210709_155403.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_320k_coco_stuff164k/20210709_155403.log.json) |
| [deeplabv3_r50-d8_512x512_4x4_80k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/deeplabv3/deeplabv3_r50-d8_512x512_4x4_80k_coco_stuff164k.py) | 39.38 | 51.76 | 10 | 39.38 | 51.76 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_80k_coco_stuff164k/20210709_163016.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/deeplabv3_r50-d8_512x512_4x4_80k_coco_stuff164k/20210709_163016.log.json) |
### PSPNet
| config | mIoU last | mAcc last | eval last | mIoU best | mAcc best | eval best | download |
| ------ | --------- | --------- | --------- | --------- | --------- | --------- | -------- |
| [pspnet_r101-d8_512x512_4x4_160k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r101-d8_512x512_4x4_160k_coco_stuff164k.py) | 41.28 | 53.73 | 10 | 41.28 | 53.73 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_160k_coco_stuff164k/20210707_152004.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_160k_coco_stuff164k/20210707_152004.log.json) |
| [pspnet_r101-d8_512x512_4x4_320k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r101-d8_512x512_4x4_320k_coco_stuff164k.py) | 41.95 | 54.42 | 10 | 41.95 | 54.42 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_320k_coco_stuff164k/20210707_152004.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_320k_coco_stuff164k/20210707_152004.log.json) |
| [pspnet_r101-d8_512x512_4x4_80k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r101-d8_512x512_4x4_80k_coco_stuff164k.py) | 40.34 | 52.96 | 10 | 40.34 | 52.96 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_80k_coco_stuff164k/20210707_152034.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r101-d8_512x512_4x4_80k_coco_stuff164k/20210707_152034.log.json) |
| [pspnet_r50-d8_512x512_4x4_160k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r50-d8_512x512_4x4_160k_coco_stuff164k.py) | 39.64 | 51.78 | 10 | 39.64 | 51.78 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_160k_coco_stuff164k/20210707_152004.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_160k_coco_stuff164k/20210707_152004.log.json) |
| [pspnet_r50-d8_512x512_4x4_320k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r50-d8_512x512_4x4_320k_coco_stuff164k.py) | 40.53 | 52.53 | 10 | 40.53 | 52.53 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_320k_coco_stuff164k/20210707_152004.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_320k_coco_stuff164k/20210707_152004.log.json) |
| [pspnet_r50-d8_512x512_4x4_80k_coco_stuff164k](https://github.com/Junjun2016/COCO-Stuff_benchmark/blob/master/configs/pspnet/pspnet_r50-d8_512x512_4x4_80k_coco_stuff164k.py) | 38.8 | 51.07 | 10 | 38.8 | 51.07 | 10 | [log](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_80k_coco_stuff164k/20210707_152034.log) | [20210707_152034.log.json](https://github.com/Junjun2016/COCO-Stuff_benchmark/work_dirs/pspnet_r50-d8_512x512_4x4_80k_coco_stuff164k/20210707_152034.log.json) |