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ResearchFormerly WizWand

Document Retrieval on MS Marco 300k (dev)

0.6032Hits@1TCT-ColBERT
-0.0018720.1552140.31230.469386May 3, 2023
Updated 8mo ago

Evaluation results

MethodLinks
TCT-ColBERTModel Size=Base2023.050.60320.9107
DSI-QG-MultiModel Size=Large, Task=Index2023.050.57460.8868
DSI-QG-MultiModel Size=Large, Task=Retrv2023.050.57410.8754
DSI-QG-Multi (sem)Model Size=Base, Task=Index, semantic IDs=true2023.050.56150.8801
DSI-QG-Multi (sem)Model Size=Base, Task=Retrv, semantic IDs=true2023.050.55890.8659
DSI-QG-MultiModel Size=Base, Task=Index2023.050.5390.8726
NCI (sem)Model Size=Base, Task=Index, semantic IDs=true2023.050.52890.8244
DSI-QG-MultiModel Size=Base, Task=Retrv2023.050.52190.848
DSI-QGModel Size=Large, Task=Index2023.050.51880.7589
DSI-QGModel Size=Base, Task=Index2023.050.51230.7703
BM252023.050.44040.7417
SEALModel Size=Base2023.050.23220.5818
DSIModel Size=Base, Task=Index2023.050.02180.0543
DSIModel Size=Large, Task=Index2023.050.02140.0652