Prior Estimation on CIFAR
0.016Estimation ErrorTCPU
Evaluation Results
| Method | Links | |
|---|---|---|
| TCPUpi=0.5, pi_prime=0.8, c=0.52025.02 | 0.016 | |
| DRPUpi=0.2, pi_prime=0.8, c=0.52025.02 | 0.018 | |
| TCPUc=0.25, pi=0.5, pi'=0.82025.02 | 0.02 | |
| TCPUpi=0.1, pi_prime=0.8, c=0.52025.02 | 0.021 | |
| TCPUc=0.25, pi=0.1, pi'=0.82025.02 | 0.022 | |
| TCPUpi=0.2, pi_prime=0.8, c=0.52025.02 | 0.022 | |
| TCPUc=0.25, pi=0.2, pi'=0.62025.02 | 0.026 | |
| TCPUpi=0.5, pi_prime=0.6, c=0.52025.02 | 0.026 | |
| TCPUc=0.25, pi=0.1, pi'=0.62025.02 | 0.027 | |
| KM2-LSc=0.25, pi=0.5, pi'=0.62025.02 | 0.027 | |
| KM2-LSc=0.25, pi=0.1, pi'=0.42025.02 | 0.029 | |
| KM2-LSpi=0.1, pi_prime=0.6, c=0.52025.02 | 0.029 | |
| TCPUc=0.25, pi=0.2, pi'=0.82025.02 | 0.03 | |
| TCPUc=0.25, pi=0.5, pi'=0.62025.02 | 0.03 | |
| TCPUpi=0.1, pi_prime=0.6, c=0.52025.02 | 0.03 | |
| DRPUpi=0.1, pi_prime=0.6, c=0.52025.02 | 0.03 | |
| TCPUpi=0.2, pi_prime=0.6, c=0.52025.02 | 0.031 | |
| TCPUc=0.25, pi=0.2, pi'=0.42025.02 | 0.033 | |
| DRPUpi=0.1, pi_prime=0.8, c=0.52025.02 | 0.033 | |
| KM2-LSpi=0.5, pi_prime=0.6, c=0.52025.02 | 0.033 | |
| TCPUpi=0.5, pi_prime=0.4, c=0.52025.02 | 0.034 | |
| TCPUc=0.25, pi=0.1, pi'=0.42025.02 | 0.035 | |
| TCPUpi=0.2, pi_prime=0.4, c=0.52025.02 | 0.035 | |
| KM2-LSc=0.25, pi=0.2, pi'=0.42025.02 | 0.036 | |
| KM2-LSpi=0.2, pi_prime=0.6, c=0.52025.02 | 0.036 | |
| KM2-LSpi=0.2, pi_prime=0.4, c=0.52025.02 | 0.039 | |
| TCPUc=0.25, pi=0.5, pi'=0.42025.02 | 0.04 | |
| KM2-LSc=0.25, pi=0.5, pi'=0.42025.02 | 0.04 | |
| TCPUpi=0.1, pi_prime=0.4, c=0.52025.02 | 0.04 | |
| DRPUc=0.25, pi=0.5, pi'=0.82025.02 | 0.041 | |
| KM2-LSpi=0.1, pi_prime=0.4, c=0.52025.02 | 0.042 | |
| KM2-LSpi=0.5, pi_prime=0.4, c=0.52025.02 | 0.042 | |
| TCPUc=0.25, pi=0.2, pi'=0.22025.02 | 0.046 | |
| DRPUpi=0.1, pi_prime=0.4, c=0.52025.02 | 0.046 | |
| DRPUpi=0.2, pi_prime=0.6, c=0.52025.02 | 0.047 | |
| DRPUc=0.25, pi=0.2, pi'=0.82025.02 | 0.049 | |
| TCPUpi=0.5, pi_prime=0.2, c=0.52025.02 | 0.049 | |
| TCPUpi=0.2, pi_prime=0.2, c=0.52025.02 | 0.053 | |
| DRPUpi=0.5, pi_prime=0.6, c=0.52025.02 | 0.054 | |
| KM2-LSpi=0.5, pi_prime=0.8, c=0.52025.02 | 0.056 | |
| KM2-LSc=0.25, pi=0.2, pi'=0.22025.02 | 0.057 | |
| DRPUpi=0.5, pi_prime=0.4, c=0.52025.02 | 0.057 | |
| KM2-LSpi=0.2, pi_prime=0.2, c=0.52025.02 | 0.058 | |
| KM2-LSc=0.25, pi=0.1, pi'=0.22025.02 | 0.059 | |
| TCPUc=0.25, pi=0.1, pi'=0.22025.02 | 0.06 | |
| TCPUc=0.25, pi=0.5, pi'=0.22025.02 | 0.06 | |
| TCPUpi=0.1, pi_prime=0.2, c=0.52025.02 | 0.061 | |
| KM2-LSpi=0.5, pi_prime=0.2, c=0.52025.02 | 0.061 | |
| DRPUpi=0.5, pi_prime=0.8, c=0.52025.02 | 0.061 | |
| KM2-LSc=0.25, pi=0.5, pi'=0.22025.02 | 0.062 | |
| DRPUpi=0.2, pi_prime=0.4, c=0.52025.02 | 0.065 | |
| DRPUc=0.25, pi=0.5, pi'=0.62025.02 | 0.067 | |
| DRPUc=0.25, pi=0.2, pi'=0.62025.02 | 0.07 | |
| DRPUc=0.25, pi=0.1, pi'=0.82025.02 | 0.073 | |
| KM2-LSpi=0.1, pi_prime=0.2, c=0.52025.02 | 0.073 | |
| KM2-LSc=0.25, pi=0.2, pi'=0.62025.02 | 0.074 | |
| DRPUpi=0.1, pi_prime=0.2, c=0.52025.02 | 0.076 | |
| DRPUpi=0.2, pi_prime=0.2, c=0.52025.02 | 0.082 | |
| DRPUc=0.25, pi=0.2, pi'=0.42025.02 | 0.101 | |
| KM2-LSc=0.25, pi=0.1, pi'=0.62025.02 | 0.104 | |
| DRPUpi=0.5, pi_prime=0.2, c=0.52025.02 | 0.109 | |
| KM2-LSpi=0.2, pi_prime=0.8, c=0.52025.02 | 0.11 | |
| DRPUc=0.25, pi=0.5, pi'=0.42025.02 | 0.115 | |
| DRPUc=0.25, pi=0.2, pi'=0.22025.02 | 0.126 | |
| KM2-LSc=0.25, pi=0.5, pi'=0.82025.02 | 0.135 | |
| DRPUc=0.25, pi=0.5, pi'=0.22025.02 | 0.169 | |
| DRPUc=0.25, pi=0.1, pi'=0.62025.02 | 0.183 | |
| DRPUc=0.25, pi=0.1, pi'=0.42025.02 | 0.262 | |
| KM2-LSpi=0.1, pi_prime=0.8, c=0.52025.02 | 0.302 | |
| DRPUc=0.25, pi=0.1, pi'=0.22025.02 | 0.334 | |
| KM2-LSc=0.25, pi=0.2, pi'=0.82025.02 | 0.39 | |
| KM2-LSc=0.25, pi=0.1, pi'=0.82025.02 | 0.666 |