Semantic Segmentation on BDD100K Segmentation (val)
64.7mIoUDenseFixMatch
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DenseFixMatchSampling=Explicit, Lu applied to=All samples2026.05 | 64.7 | 0.0224 | |
| FixMatch*Sampling=Explicit, Lu applied to=Unlabeled only2026.05 | 63.98 | 0.0226 | |
| FixMatch*Sampling=Explicit, Lu applied to=All samples2026.05 | 63.94 | 0.0228 | |
| FixMatch*Sampling=Implicit, Lu applied to=All samples2026.05 | 63.82 | 0.0214 | |
| DenseFixMatchSampling=Explicit, Lu applied to=Unlabeled only2026.05 | 63.65 | 0.0224 | |
| FixMatch*Sampling=Implicit, Lu applied to=Unlabeled only2026.05 | 63.18 | 0.0209 | |
| DenseFixMatchSampling=Implicit, Lu applied to=Unlabeled only2026.05 | 62.87 | 0.021 | |
| DenseFixMatchSampling=Implicit, Lu applied to=All samples2026.05 | 61.44 | 0.0206 | |
| Supervised, single-taskSampling=Uniform, segmentation only2026.05 | 60.83 | 0.0253 | |
| Supervised, multi-taskSampling=Uniform, partially-labeled2026.05 | 60.47 | 0.0222 | |
| Supervised, multi-taskSampling=Uniform, fully-labeled only2026.05 | 57.7 | 0.0326 |