Skip to content

Wrong results for LastFM-Collaborative indexing #32

@mgulcin

Description

@mgulcin

I'm trying to replicate the results from the paper (on LastFm dataset).

Even if I managed to replicate results for 'random' and 'sequential' indexing, I couldn't replicate results for 'collaborative' (OpenP5-T5-C (un/seen)).

Here is an example result I obtained, using same command and model (from checkpoints provided):
OpenP5-T5-C (unseen)

testing filtered LastFM dataset on sequential task
hit@5: 0.0027522935779816515
hit@10: 0.0027522935779816515
ndcg@5: 0.001392461064959632
ndcg@10: 0.001392461064959632

whereas results in the paper:

hit@5: 0.0504 
ndcg@5: 0.0332 
hit@10: 0.0724 
ndcg@10:0.0420

Can you please guide me with right command or right model (checkpoint)?

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions