Embedding Quality Evaluation on sentiment dataset (test)
0.0278Class Angular Distortion IndexAngleEmbedding
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AngleEmbedding2026.05 | 0.0278 | 0 | 0.9367 | 0.5103 | 0.3552 | 1.709 | 0.4974 | 0.365 | |
| MDS2026.05 | 0.0841 | 0 | 0.8242 | 0.6255 | 0.0167 | 9.4386 | 0.0001 | 0 | |
| TSNE2026.05 | 0.0943 | 0 | 0.7859 | 0.757 | 0.0071 | 20.6965 | 0 | 0 | |
| UMAP2026.05 | 0.0972 | 0 | 0.7755 | 0.7579 | 0.01 | 13.011 | 0.0436 | 0.0019 | |
| UMATO2026.05 | 0.0976 | 0 | 0.7859 | 0.7188 | 0.0081 | 16.2782 | 0.0223 | 0.0057 | |
| Random2026.05 | 0.099 | 0 | 0.7667 | 0.4276 | -0.0001 | 91.3173 | 0.0001 | 0 | |
| PCA2026.05 | 0.1011 | 0 | 0.8093 | 0.6518 | 0.0155 | 7.8921 | 0.0008 | 0.0001 | |
| PaCMap2026.05 | 0.1026 | 0 | 0.768 | 0.7184 | 0.0049 | 36.7681 | 0.0042 | 0.0001 |