Yahoo
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sequence Classification | Yahoo | Micro F157.13 | 64 | |
| Language Modeling | Yahoo (test) | NLL326.7 | 48 | |
| Topic Classification | Yahoo | Accuracy70.3 | 42 | |
| Topic Classification | Yahoo (test) | Accuracy77.1 | 36 | |
| Text Classification | Yahoo | Micro F1 Score72.5 | 33 | |
| Multi-label classification | Yahoo Arts 1 | Macro-AUC0.7512 | 32 | |
| Multi-label Classification | yahoo Business1 | Macro-AUC81.15 | 24 | |
| Multi-label Classification | yahoo Business1 | Ranking Loss0.1267 | 24 | |
| Multi-label classification | yahoo Business 1 | Macro-F136.82 | 24 | |
| Multi-label classification | Yahoo Arts1 | Macro-F128.31 | 24 | |
| Adversarial Attack | Yahoo | ASR93.5 | 22 | |
| Topic-oriented text understanding | Yahoo StandardCL (test) | Accuracy70.34 | 20 | |
| Anomaly Detection | YAHOO | PA-F186.9 | 18 | |
| Language Modeling | Yahoo | Prior LL-325.7 | 18 | |
| Anomaly Detection | Yahoo (test) | F1 Score88.5 | 17 | |
| Text Clustering | Yahoo B (test) | Accuracy87.4 | 14 | |
| Text Clustering | Yahoo (F) (test) | Accuracy73.7 | 14 | |
| Recommendation | Yahoo! R3 | UAUC61.78 | 13 | |
| Recommendation | Yahoo! R3 (test) | P@528.68 | 13 | |
| Time-Series Anomaly Detection | YAHOO | Precision0.841 | 12 | |
| Recommendation | Yahoo! R3 | Recall@2014.82 | 10 | |
| Recommendation | Yahoo (test) | RMSE20.5 | 10 | |
| Regression | Yahoo | MSE0.542 | 9 | |
| Learning to Rank | Yahoo! | NDCG@574.2 | 8 | |
| Time Series Anomaly Detection | YAHOO | Affiliation-F197.15 | 8 |
Showing 25 of 52 rows