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Wrong results for LastFM-Collaborative indexing #32

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mgulcin opened this issue May 30, 2024 · 1 comment
Open

Wrong results for LastFM-Collaborative indexing #32

mgulcin opened this issue May 30, 2024 · 1 comment

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@mgulcin
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mgulcin commented May 30, 2024

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)?

@xiaxin1998
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same problem here. I used the command in the repo.

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