Mutual Information Estimation on Out-of-Meta-Distribution (OoMD) (test)
7.3MSEMIST
Evaluation Results
| Method | Links | |
|---|---|---|
| MISTsample size (n)=[100, 300]2025.11 | 7.3 | |
| MISTsample size (n)=[10, 100]2025.11 | 8 | |
| MISTsample size (n)=[300, 500]2025.11 | 8.8 | |
| MISTQRsample size (n)=[10, 100]2025.11 | 9.5 | |
| MISTQRsample size (n)=[100, 300]2025.11 | 9.9 | |
| MISTQRsample size (n)=[300, 500]2025.11 | 10 | |
| CCAsample size (n)=[300, 500]2025.11 | 12 | |
| CCAsample size (n)=[100, 300]2025.11 | 18 | |
| VCEsample size (n)=[100, 300]2025.11 | 24 | |
| VCEsample size (n)=[300, 500]2025.11 | 24 | |
| VCEsample size (n)=[10, 100]2025.11 | 26 | |
| FMMIsample size (n)=[100, 300]2025.11 | 28 | |
| FMMIsample size (n)=[300, 500]2025.11 | 31 | |
| FMMIsample size (n)=[10, 100]2025.11 | 33 | |
| KSGsample size (n)=[100, 300]2025.11 | 35 | |
| LMIsample size (n)=[100, 300]2025.11 | 36 | |
| MINDEsample size (n)=[300, 500]2025.11 | 36 | |
| KSGsample size (n)=[10, 100]2025.11 | 37 | |
| LMIsample size (n)=[10, 100]2025.11 | 38 | |
| MINDEsample size (n)=[100, 300]2025.11 | 38 | |
| InfoNetsample size (n)=[10, 100]2025.11 | 39 | |
| InfoNCEsample size (n)=[100, 300]2025.11 | 42 | |
| InfoNetsample size (n)=[100, 300]2025.11 | 42 | |
| MINDEsample size (n)=[10, 100]2025.11 | 42 | |
| KSGsample size (n)=[300, 500]2025.11 | 43 | |
| LMIsample size (n)=[300, 500]2025.11 | 46 | |
| InfoNCEsample size (n)=[300, 500]2025.11 | 50 | |
| InfoNetsample size (n)=[300, 500]2025.11 | 55 | |
| InfoNCEsample size (n)=[10, 100]2025.11 | 320 | |
| CCAsample size (n)=[10, 100]2025.11 | 4,000 | |
| MINEsample size (n)=[10, 100]2025.11 | 7,100 | |
| MINEsample size (n)=[100, 300]2025.11 | 15,000 | |
| MINEsample size (n)=[300, 500]2025.11 | 33,000 | |
| DVsample size (n)=[300, 500]2025.11 | 6,100,000 | |
| DVsample size (n)=[100, 300]2025.11 | 8,700,000 | |
| DVsample size (n)=[10, 100]2025.11 | 12,000,000,000,000,000,000 |