BeerAdvocate
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| k-subset selection | BeerAdvocate Taste (val test) | MSE2.2 | 24 | |
| k-subset selection | BeerAdvocate Aroma aspect L2X experimental setup (test) | MSE0.024 | 24 | |
| Recommendation | BeerAdvocate (test) | Recall@2012.62 | 17 | |
| Subset Selection | BeerAdvocate Aroma (test) | Test MSE2.39 | 15 | |
| Rationalization | BeerAdvocate correlated Palate | S Score30.4 | 15 | |
| Rationalization | BeerAdvocate correlated Aroma | S Score30.8 | 15 | |
| Rationalization | correlated BeerAdvocate Appearance | S Score30.5 | 15 | |
| Learning to Explain | BeerAdvocate AROMA (test) | Test MSE2.52 | 12 | |
| Rationale Extraction | BeerAdvocate Palate aspect standard (test) | Accuracy0.844 | 4 | |
| Rationale Extraction | BeerAdvocate Aroma aspect standard (test) | Accuracy85.7 | 4 | |
| Rationale Extraction | BeerAdvocate Appearance aspect standard (test) | Accuracy86.3 | 4 | |
| Learning to Explain | BeerAdvocate Taste (test) | Test MSE2.18 | 3 | |
| Learning to Explain | BeerAdvocate Palate (test) | Test MSE2.94 | 3 | |
| Learning to Explain | BeerAdvocate Appearance (test) | Test MSE2.48 | 3 | |
| Recommendation | BeerAdvocate | P@105.26 | 1 |
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