Recommendation on Goodbooks-10k (test)
0.491nDCG@100Compressed ELSA
Evaluation Results
| Method | Links | |
|---|---|---|
| Compressed ELSAEmbedding size (B)=10242026.02 | 0.491 | |
| ELSAEmbedding size (B)=130002026.02 | 0.489 | |
| Compressed ELSAEmbedding size (B)=5122026.02 | 0.488 | |
| Compressed ELSAEmbedding size (B)=2562026.02 | 0.483 | |
| EASEEmbedding size (B)=400002026.02 | 0.482 | |
| Pruned EASEEmbedding size (B)=10242026.02 | 0.478 | |
| Compressed ELSAEmbedding size (B)=1282026.02 | 0.477 | |
| Pruned EASEEmbedding size (B)=5122026.02 | 0.475 | |
| Pruned EASEEmbedding size (B)=2562026.02 | 0.473 | |
| Pruned EASEEmbedding size (B)=1282026.02 | 0.469 | |
| Compressed ELSAEmbedding size (B)=642026.02 | 0.469 | |
| Pruned EASEEmbedding size (B)=642026.02 | 0.458 | |
| ELSA + SAEEmbedding size (B)=10242026.02 | 0.436 | |
| Low-Dim. ELSAEmbedding size (B)=10242026.02 | 0.433 | |
| ELSA + SAEEmbedding size (B)=5122026.02 | 0.428 | |
| ELSA + SAEEmbedding size (B)=2562026.02 | 0.42 | |
| ELSA + SAEEmbedding size (B)=1282026.02 | 0.413 | |
| ELSA + SAEEmbedding size (B)=642026.02 | 0.408 | |
| Low-Dim. ELSAEmbedding size (B)=5122026.02 | 0.397 | |
| Low-Dim. ELSAEmbedding size (B)=2562026.02 | 0.357 | |
| Low-Dim. ELSAEmbedding size (B)=1282026.02 | 0.316 | |
| Low-Dim. ELSAEmbedding size (B)=642026.02 | 0.27 |