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5 months ago
Bootstrapping Objectness from Videos by Relaxed Common Fate and Visual Grouping
Long Lian Zhirong Wu Stella X. Yu
Abstract
Code Repositories
TonyLianLong/RCF-UnsupVideoSeg
Official
pytorch
Mentioned in GitHub
Benchmarks
| Benchmark | Methodology | Metrics |
|---|---|---|
| unsupervised-object-segmentation-on-davis | RCF (with Post-Processing) | J score: 83.0 |
| unsupervised-object-segmentation-on-davis | RCF (without Post-Processing) | J score: 80.9 |
| unsupervised-object-segmentation-on-fbms-59 | RCF (with post-processing) | mIoU: 72.4 |
| unsupervised-object-segmentation-on-fbms-59 | RCF (without post-processing) | mIoU: 69.9 |
| unsupervised-object-segmentation-on-segtrack | RCF (without post-processing) | mIoU: 76.7 |
| unsupervised-object-segmentation-on-segtrack | RCF (with post-processing) | mIoU: 79.6 |
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