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ResearchFormerly WizWand

Recommendation on Goodbooks-10k (test)

0.491nDCG@100Compressed ELSA
0.261160.320830.38050.44017Feb 10, 2026
Updated 8mo ago

Evaluation results

MethodLinks
Compressed ELSAEmbedding size (B)=10242026.020.491
ELSAEmbedding size (B)=130002026.020.489
Compressed ELSAEmbedding size (B)=5122026.020.488
Compressed ELSAEmbedding size (B)=2562026.020.483
EASEEmbedding size (B)=400002026.020.482
Pruned EASEEmbedding size (B)=10242026.020.478
Compressed ELSAEmbedding size (B)=1282026.020.477
Pruned EASEEmbedding size (B)=5122026.020.475
Pruned EASEEmbedding size (B)=2562026.020.473
Pruned EASEEmbedding size (B)=1282026.020.469
Compressed ELSAEmbedding size (B)=642026.020.469
Pruned EASEEmbedding size (B)=642026.020.458
ELSA + SAEEmbedding size (B)=10242026.020.436
Low-Dim. ELSAEmbedding size (B)=10242026.020.433
ELSA + SAEEmbedding size (B)=5122026.020.428
ELSA + SAEEmbedding size (B)=2562026.020.42
ELSA + SAEEmbedding size (B)=1282026.020.413
ELSA + SAEEmbedding size (B)=642026.020.408
Low-Dim. ELSAEmbedding size (B)=5122026.020.397
Low-Dim. ELSAEmbedding size (B)=2562026.020.357
Low-Dim. ELSAEmbedding size (B)=1282026.020.316
Low-Dim. ELSAEmbedding size (B)=642026.020.27