Embedding Quality Evaluation on acl_imdb
0.0343Angular Distortion Index (Class)AngleEmbedding
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| AngleEmbedding2026.05 | 0.0343 | 0 | 0.8747 | 0.548 | 0.2958 | 1.6508 | 0.128 | 0.0004 | |
| MDS2026.05 | 0.0906 | 0 | 0.8533 | 0.5641 | 0.0069 | 152.6093 | 0.0004 | 0 | |
| TSNE2026.05 | 0.0915 | 0 | 0.9096 | 0.6826 | 0.0274 | 7.2832 | 0.0603 | 0.0054 | |
| PCA2026.05 | 0.0952 | 0 | 0.9035 | 0.6054 | 0.0216 | 5.7739 | 0.0005 | 0 | |
| UMAP2026.05 | 0.0963 | 0 | 0.9276 | 0.6855 | 0.0338 | 6.6928 | 0.0397 | 0.0016 | |
| PaCMap2026.05 | 0.0973 | 0 | 0.9123 | 0.6808 | 0.0266 | 7.0186 | 0.0276 | 0.0003 | |
| Random2026.05 | 0.0987 | 0 | 0.8529 | 0.4973 | 0 | 322.0704 | 0 | 0 | |
| UMATO2026.05 | 0.0993 | 0 | 0.8971 | 0.6183 | 0.0227 | 8.3977 | 0.0208 | 0.0001 |