Task-invariant subspace estimation on Simulated data (d=100, s=5)
160Minimum Tasks (T)Meta-SP
Evaluation Results
| Method | Links | |
|---|---|---|
| Meta-SPSample size per task (m)=1002024.09 | 160 | |
| AltMinSample size per task (m)=1002024.09 | 160 | |
| BMSample size per task (m)=1002024.09 | 160 | |
| NUCSample size per task (m)=1002024.09 | 180 | |
| AltMinGDSample size per task (m)=1002024.09 | 200 | |
| Meta-SPSample size per task (m)=752024.09 | 220 | |
| AltMinSample size per task (m)=752024.09 | 220 | |
| BMSample size per task (m)=752024.09 | 220 | |
| NUCSample size per task (m)=752024.09 | 240 | |
| AltMinGDSample size per task (m)=752024.09 | 270 | |
| Meta-SPSample size per task (m)=502024.09 | 320 | |
| AltMinSample size per task (m)=502024.09 | 320 | |
| BMSample size per task (m)=502024.09 | 320 | |
| ANILSample size per task (m)=1002024.09 | 320 | |
| NUCSample size per task (m)=502024.09 | 400 | |
| AltMinGDSample size per task (m)=502024.09 | 450 | |
| ANILSample size per task (m)=752024.09 | 480 | |
| Meta-SPSample size per task (m)=252024.09 | 750 | |
| AltMinSample size per task (m)=252024.09 | 760 | |
| BMSample size per task (m)=252024.09 | 760 | |
| ANILSample size per task (m)=502024.09 | 900 | |
| NUCSample size per task (m)=252024.09 | 950 | |
| AltMinGDSample size per task (m)=252024.09 | 1,600 | |
| ANILSample size per task (m)=252024.09 | 2,600 | |
| Meta-SPSample size per task (m)=102024.09 | 2,800 | |
| BMSample size per task (m)=102024.09 | 3,400 | |
| Meta-SPSample size per task (m)=82024.09 | 4,500 | |
| NUCSample size per task (m)=102024.09 | 4,500 | |
| AltMinSample size per task (m)=102024.09 | 5,100 | |
| NUCSample size per task (m)=82024.09 | 7,200 | |
| BMSample size per task (m)=82024.09 | 7,400 | |
| Meta-SPSample size per task (m)=62024.09 | 8,000 | |
| ANILSample size per task (m)=102024.09 | 10,000 | |
| Meta-SPSample size per task (m)=52024.09 | 12,000 | |
| NUCSample size per task (m)=62024.09 | 12,000 | |
| ANILSample size per task (m)=82024.09 | 15,000 | |
| AltMinGDSample size per task (m)=102024.09 | 17,500 | |
| NUCSample size per task (m)=52024.09 | 19,000 | |
| ANILSample size per task (m)=62024.09 | 27,000 | |
| ANILSample size per task (m)=52024.09 | 35,000 | |
| AltMinGDSample size per task (m)=82024.09 | 58,000 |