Semantic Segmentation on Cityscapes low-data regime (val)
75.83mIoUDenseFixMatch
Evaluation Results
| Method | Links | |
|---|---|---|
| DenseFixMatchSampling=Implicit, Setup=Multi-task (a), Labels=14882026.05 | 75.83 | |
| FixMatch*Sampling=Explicit, Setup=Multi-task (a), Labels=14882026.05 | 75.68 | |
| SupervisedSampling=Uniform, Setup=Multi-task (a), Labels=29752026.05 | 75.5 | |
| DenseFixMatchSampling=Explicit, Setup=Multi-task (a), Labels=14882026.05 | 75.5 | |
| FixMatch*Sampling=Implicit, Setup=Single-task, Labels=14882026.05 | 75.23 | |
| SupervisedSampling=Uniform, Setup=Single-task, Labels=29752026.05 | 74.98 | |
| FixMatch*Sampling=Implicit, Setup=Multi-task (a), Labels=14882026.05 | 74.98 | |
| FixMatch*Sampling=Explicit, Setup=Single-task, Labels=14882026.05 | 74.94 | |
| DenseFixMatchSampling=Implicit, Setup=Single-task, Labels=14882026.05 | 74.72 | |
| DenseFixMatchSampling=Implicit, Setup=Multi-task (a), Labels=7442026.05 | 74.64 | |
| DenseFixMatchSampling=Explicit, Setup=Single-task, Labels=14882026.05 | 74.63 | |
| FixMatch*Sampling=Implicit, Setup=Multi-task (a), Labels=7442026.05 | 74.28 | |
| DenseFixMatchSampling=Explicit, Setup=Multi-task (a), Labels=7442026.05 | 74.21 | |
| DenseFixMatchSampling=Implicit, Setup=Single-task, Labels=7442026.05 | 73.9 | |
| FixMatch*Sampling=Explicit, Setup=Multi-task (a), Labels=7442026.05 | 73.87 | |
| SupervisedSampling=Uniform, Setup=Multi-task (a), Labels=14882026.05 | 73.69 | |
| DenseFixMatchSampling=Explicit, Setup=Single-task, Labels=7442026.05 | 73.66 | |
| FixMatch*Sampling=Implicit, Setup=Single-task, Labels=7442026.05 | 73.61 | |
| FixMatch*Sampling=Explicit, Setup=Single-task, Labels=7442026.05 | 73.35 | |
| DenseFixMatchSampling=Implicit, Setup=Multi-task (a), Labels=3722026.05 | 72.96 | |
| SupervisedSampling=Uniform, Setup=Single-task, Labels=14882026.05 | 72.88 | |
| FixMatch*Sampling=Implicit, Setup=Multi-task (a), Labels=3722026.05 | 72.56 | |
| DenseFixMatchSampling=Explicit, Setup=Multi-task (a), Labels=3722026.05 | 72.54 | |
| FixMatch*Sampling=Explicit, Setup=Multi-task (a), Labels=3722026.05 | 72.18 | |
| DenseFixMatchSampling=Implicit, Setup=Single-task, Labels=3722026.05 | 71.75 | |
| DenseFixMatchSampling=Explicit, Setup=Single-task, Labels=3722026.05 | 71.45 | |
| FixMatch*Sampling=Implicit, Setup=Single-task, Labels=3722026.05 | 71.32 | |
| FixMatch*Sampling=Explicit, Setup=Single-task, Labels=3722026.05 | 71.29 | |
| SupervisedSampling=Uniform, Setup=Multi-task (a), Labels=7442026.05 | 71.21 | |
| DenseFixMatchSampling=Explicit, Setup=Multi-task (a), Labels=1862026.05 | 70.24 | |
| SupervisedSampling=Uniform, Setup=Single-task, Labels=7442026.05 | 69.88 | |
| FixMatch*Sampling=Explicit, Setup=Multi-task (a), Labels=1862026.05 | 69.1 | |
| DenseFixMatchSampling=Implicit, Setup=Multi-task (a), Labels=1862026.05 | 68.85 | |
| DenseFixMatchSampling=Explicit, Setup=Single-task, Labels=1862026.05 | 68.72 | |
| FixMatch*Sampling=Implicit, Setup=Multi-task (a), Labels=1862026.05 | 68.11 | |
| SupervisedSampling=Uniform, Setup=Multi-task (a), Labels=3722026.05 | 67.96 | |
| FixMatch*Sampling=Explicit, Setup=Single-task, Labels=1862026.05 | 66.98 | |
| DenseFixMatchSampling=Implicit, Setup=Single-task, Labels=1862026.05 | 66.9 | |
| SupervisedSampling=Uniform, Setup=Single-task, Labels=3722026.05 | 66.59 | |
| FixMatch*Sampling=Implicit, Setup=Single-task, Labels=1862026.05 | 65.43 | |
| DenseFixMatchSampling=Explicit, Setup=Multi-task (a), Labels=932026.05 | 64.53 | |
| SupervisedSampling=Uniform, Setup=Multi-task (a), Labels=1862026.05 | 64.49 | |
| DenseFixMatchSampling=Explicit, Setup=Single-task, Labels=932026.05 | 64.16 | |
| FixMatch*Sampling=Explicit, Setup=Multi-task (a), Labels=932026.05 | 63.42 | |
| SupervisedSampling=Uniform, Setup=Single-task, Labels=1862026.05 | 62.43 | |
| FixMatch*Sampling=Implicit, Setup=Multi-task (a), Labels=932026.05 | 62.38 | |
| DenseFixMatchSampling=Implicit, Setup=Multi-task (a), Labels=932026.05 | 61.6 | |
| FixMatch*Sampling=Explicit, Setup=Single-task, Labels=932026.05 | 61.35 | |
| DenseFixMatchSampling=Implicit, Setup=Single-task, Labels=932026.05 | 60.42 | |
| FixMatch*Sampling=Implicit, Setup=Single-task, Labels=932026.05 | 58.71 | |
| SupervisedSampling=Uniform, Setup=Multi-task (a), Labels=932026.05 | 56.84 | |
| SupervisedSampling=Uniform, Setup=Single-task, Labels=932026.05 | 55.38 |