Word Similarity on English SimVerb-3500 (Disjoint Setting, test)
0.552Spearman's RhoAUXGAN
Evaluation Results
| Method | Links | |
|---|---|---|
| AUXGANVector space=GLOVE-CC2018.09 | 0.552 | |
| POST-DFFNVector space=GLOVE-CC2018.09 | 0.531 | |
| AUXGANVector space=SGNS-W22018.09 | 0.434 | |
| POST-DFFNVector space=SGNS-W22018.09 | 0.43 | |
| AUXGANVector space=FASTTEXT2018.09 | 0.394 | |
| POST-DFFNVector space=FASTTEXT2018.09 | 0.34 | |
| Distributional (X)Vector space=GLOVE-CC2018.09 | 0.28 | |
| ATTRACT-REPELVector space=GLOVE-CC2018.09 | 0.28 | |
| Distributional (X)Vector space=SGNS-W22018.09 | 0.272 | |
| ATTRACT-REPELVector space=SGNS-W22018.09 | 0.272 | |
| Distributional (X)Vector space=FASTTEXT2018.09 | 0.247 | |
| ATTRACT-REPELVector space=FASTTEXT2018.09 | 0.247 |