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--- |
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license: cc |
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metrics: |
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- mIoU |
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pipeline_tag: image-segmentation |
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tags: |
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- stanford indoor |
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- sunrgbd |
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- semi-supervised |
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- semantic segmentation |
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datasets: |
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- stanford_indoor |
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- sunrgbs |
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--- |
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| Dataset | Labels used | Modality | Framework | Config file | Checkpoint | Test mIoU | |
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|---------|-------------|----------|-----------------|--------------------------------------|--------------------------------------------------------|-----------| |
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| SID | 0.1% (49) | RGB + D | Supervised Only | src/configs/sid_0.1_suponly.yml | [sid_0.1_suponly.pth](https://huggingface.co/harshm121/M3L/blob/main/SID/sid_0.1_suponly.pth) | 42.09 | |
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| SID | 0.1% (49) | RGB + D | Mean Teacher | src/configs/sid_0.1_mt.yml | [sid_0.1_mt.pth](https://huggingface.co/harshm121/M3L/blob/main/SID/sid_0.1_mt.pth) | 41.77 | |
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| SID | 0.1% (49) | RGB + D | M3L | src/configs/sid_0.1_m3l.yml | [sid_0.1_m3l.pth](https://huggingface.co/harshm121/M3L/blob/main/SID/sid_0.1_m3l.pth) | 44.1 | |
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| SID | 0.2% (98) | RGB + D | Supervised Only | src/configs/sid_0.2_suponly.yml | [sid_0.2_suponly.pth](https://huggingface.co/harshm121/M3L/blob/main/SID/sid_0.2_suponly.pth) | 46.6 | |
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| SID | 0.2% (98) | RGB + D | Mean Teacher | src/configs/sid_0.2_mt.yml | [sid_0.2_mt.pth](https://huggingface.co/harshm121/M3L/blob/main/SID/sid_0.2_mt.pth) | 48.54 | |
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| SID | 0.2% (98) | RGB + D | M3L | src/configs/sid_0.2_m3l.yml | [sid_0.2_m3l.pth](https://huggingface.co/harshm121/M3L/blob/main/SID/sid_0.2_m3l.pth) | 49.05 | |
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| SID | 1% (491) | RGB + D | Supervised Only | src/configs/sid_1.0_suponly.yml | [sid_1.0_suponly.pth](https://huggingface.co/harshm121/M3L/blob/main/SID/sid_1.0_suponly.pth) | 52.47 | |
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| SID | 1% (491) | RGB + D | Mean Teacher | src/configs/sid_1.0_mt.yml | [sid_1.0_mt.pth](https://huggingface.co/harshm121/M3L/blob/main/SID/sid_1.0_mt.pth) | 54.32 | |
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| SID | 1% (491) | RGB + D | M3L | src/configs/sid_1.0_m3l.yml | [sid_1.0_m3l.pth](https://huggingface.co/harshm121/M3L/blob/main/SID/sid_1.0_m3l.pth) | 55.48 | |
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| SUNRGBD | 6.25% (297) | RGB + D | Supervised Only | src/configs/sunrgbd_6.25_suponly.yml | [sunrgbd_6.25_suponly.pth](https://huggingface.co/harshm121/M3L/blob/main/SUNRGBD/sunrgbd_6.25_suponly.pth) | 32 | |
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| SUNRGBD | 6.25% (297) | RGB + D | Mean Teacher | src/configs/sunrgbd_6.25_mt.yml | [sunrgbd_6.25_mt.pth](https://huggingface.co/harshm121/M3L/blob/main/SUNRGBD/sunrgbd_6.25_mt.pth) | 31.11 | |
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| SUNRGBD | 6.25% (297) | RGB + D | M3L | src/configs/sunrgbd_6.25_m3l.yml | [sunrgbd_6.25_m3l.pth](https://huggingface.co/harshm121/M3L/blob/main/SUNRGBD/sunrgbd_6.25_m3l.pth) | 30.67 | |
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| SUNRGBD | 12.5% (594) | RGB + D | Supervised Only | src/configs/sunrgbd_12.5_suponly.yml | [sunrgbd_12.5_suponly.pth](https://huggingface.co/harshm121/M3L/blob/main/SUNRGBD/sunrgbd_12.5_suponly.pth) | 35.88 | |
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| SUNRGBD | 12.5% (594) | RGB + D | Mean Teacher | src/configs/sunrgbd_12.5_mt.yml | [sunrgbd_12.5_mt.pth](https://huggingface.co/harshm121/M3L/blob/main/SUNRGBD/sunrgbd_12.5_mt.pth) | 39.17 | |
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| SUNRGBD | 12.5% (594) | RGB + D | M3L | src/configs/sunrgbd_12.5_m3l.yml | [sunrgbd_12.5_m3l.pth](https://huggingface.co/harshm121/M3L/blob/main/SUNRGBD/sunrgbd_12.5_m3l.pth) | 39.7 | |
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| SUNRGBD | 25% (1189) | RGB + D | Supervised Only | src/configs/sunrgbd_25_suponly.yml | [sunrgbd_25_suponly.pth](https://huggingface.co/harshm121/M3L/blob/main/SUNRGBD/sunrgbd_25_suponly.pth) | 42.09 | |
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| SUNRGBD | 25% (1189) | RGB + D | Mean Teacher | src/configs/sunrgbd_25_mt.yml | [sunrgbd_25_mt.pth](https://huggingface.co/harshm121/M3L/blob/main/SUNRGBD/sunrgbd_25_mt.pth) | 41.95 | |
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| SUNRGBD | 25% (1189) | RGB + D | M3L | src/configs/sunrgbd_25_suponly.yml | [sunrgbd_25_m3l.pth](https://huggingface.co/harshm121/M3L/blob/main/SUNRGBD/sunrgbd_25_m3l.pth) | 42.69 | |
