Mutual Information Estimation on In-Meta-Distribution (IMD) (test)
0.12MSEMISTQR
Evaluation Results
| Method | Links | |
|---|---|---|
| MISTQRsample size (n)=[300, 500]2025.11 | 0.12 | |
| MISTsample size (n)=[300, 500]2025.11 | 0.28 | |
| MISTQRsample size (n)=[100, 300]2025.11 | 0.31 | |
| MISTsample size (n)=[100, 300]2025.11 | 0.34 | |
| MISTsample size (n)=[10, 100]2025.11 | 3.1 | |
| MISTQRsample size (n)=[10, 100]2025.11 | 3.1 | |
| CCAsample size (n)=[300, 500]2025.11 | 6.7 | |
| VCEsample size (n)=[100, 300]2025.11 | 14 | |
| VCEsample size (n)=[10, 100]2025.11 | 15 | |
| VCEsample size (n)=[300, 500]2025.11 | 16 | |
| FMMIsample size (n)=[300, 500]2025.11 | 17 | |
| CCAsample size (n)=[100, 300]2025.11 | 23 | |
| FMMIsample size (n)=[100, 300]2025.11 | 25 | |
| MINDEsample size (n)=[300, 500]2025.11 | 25 | |
| KSGsample size (n)=[300, 500]2025.11 | 27 | |
| KSGsample size (n)=[100, 300]2025.11 | 28 | |
| FMMIsample size (n)=[10, 100]2025.11 | 28 | |
| KSGsample size (n)=[10, 100]2025.11 | 30 | |
| LMIsample size (n)=[300, 500]2025.11 | 30 | |
| LMIsample size (n)=[10, 100]2025.11 | 31 | |
| LMIsample size (n)=[100, 300]2025.11 | 31 | |
| InfoNCEsample size (n)=[300, 500]2025.11 | 32 | |
| InfoNetsample size (n)=[10, 100]2025.11 | 32 | |
| MINDEsample size (n)=[100, 300]2025.11 | 32 | |
| InfoNCEsample size (n)=[100, 300]2025.11 | 35 | |
| InfoNetsample size (n)=[100, 300]2025.11 | 35 | |
| MINDEsample size (n)=[10, 100]2025.11 | 35 | |
| InfoNetsample size (n)=[300, 500]2025.11 | 37 | |
| InfoNCEsample size (n)=[10, 100]2025.11 | 140 | |
| CCAsample size (n)=[10, 100]2025.11 | 4,600 | |
| MINEsample size (n)=[10, 100]2025.11 | 6,300 | |
| MINEsample size (n)=[100, 300]2025.11 | 12,000 | |
| MINEsample size (n)=[300, 500]2025.11 | 120,000 | |
| DVsample size (n)=[300, 500]2025.11 | 8,500,000 | |
| DVsample size (n)=[100, 300]2025.11 | 1,100,000,000 | |
| DVsample size (n)=[10, 100]2025.11 | 30,000,000,000,000,000,000 |