Multi-task Learning on PASCAL-Context 5 tasks
81.56HV ScoreSingle-Task
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Single-TaskInference Params.=9.84M, GFLOPS=16.172022.03 | 81.56 | — | |
| DYMUAdaptation=true, c=0, Inference Params.=3.34M, GFLOPS=7.21, Control Params.=15.32M2022.03 | 75.52 | 0.76 | |
| DYMUAdaptation=true, c=1, Inference Params.=2.75M, GFLOPS=6.81, Control Params.=15.32M2022.03 | 73.2 | 0.79 | |
| PHN-BNInference Params.=2.15M, GFLOPS=6.28, Control Params.=3.63M2022.03 | 72.27 | 0.69 | |
| DYMUAdaptation=false, c=0, Inference Params.=3.34M, GFLOPS=7.21, Control Params.=0.06M2022.03 | 47.73 | 0.84 | |
| PHNInference Params.=2.15M, GFLOPS=6.28, Control Params.=21.50M2022.03 | 42.61 | 0.72 | |
| DYMUAdaptation=false, c=1, Inference Params.=2.75M, GFLOPS=6.81, Control Params.=0.06M2022.03 | 30.91 | 0.86 |