Optimal Transport Distance Computation on Simulated Optimal Transport Dataset m=1000, n=1500
0.0232Median Runtime (s)GLDROT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| GLDROTGL=5e-22023.05 | 0.0232 | 0.0178 | 0.0288 | 0.331 | 0.154 | 1.38 | |
| GLDROTGL=5e-42023.05 | 0.0745 | 0.0549 | 0.0951 | 0.0529 | 0.0245 | 0.163 | |
| GLDROTGL=1e-62023.05 | 0.113 | 0.0758 | 0.147 | 0.0475 | 0.0215 | 0.137 | |
| GLSKEnt=1., GL=5e-42023.05 | 3.69 | 1.85 | 3.73 | 45.5 | 9.92 | 218 | |
| GLSKEnt=1e-1, GL=1e-62023.05 | 3.7 | 3.67 | 3.72 | 8.24 | 3.47 | 31.6 | |
| GLSKEnt=1., GL=1e-62023.05 | 3.73 | 1.86 | 3.77 | 45.5 | 9.92 | 218 | |
| GLSKEnt=1e-1, GL=5e-42023.05 | 3.75 | 3.73 | 3.78 | 8.24 | 3.47 | 31.6 | |
| GLSKEnt=1., GL=5e-22023.05 | 3.75 | 1.88 | 3.78 | 45.5 | 9.92 | 218 | |
| GLSKEnt=1e-1, GL=5e-22023.05 | 3.77 | 3.73 | 3.81 | 8.24 | 3.47 | 31.6 | |
| GLSKEnt=1e-2, GL=1e-62023.05 | 3.78 | 3.73 | 6.8 | 1.21 | 0.69 | 5.47 | |
| GLSKEnt=1e-3, GL=5e-42023.05 | 3.8 | 3.75 | 9 | 0.311 | 0.0657 | 6.48 | |
| GLSKEnt=1e-3, GL=5e-22023.05 | 3.8 | 3.77 | 10.6 | 0.345 | 0.0665 | 6.48 | |
| GLSKEnt=1e-2, GL=5e-42023.05 | 3.8 | 3.76 | 6.82 | 1.21 | 0.69 | 5.47 | |
| GLSKEnt=1e-3, GL=1e-62023.05 | 3.82 | 3.75 | 9.03 | 0.311 | 0.0657 | 6.48 | |
| GLSKEnt=1e-2, GL=5e-22023.05 | 3.82 | 3.79 | 6.88 | 1.21 | 0.69 | 5.47 |