Elec
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Relation-Conditioned Retrieval | Elec | MRR32.95 | 30 | |
| Relation-Conditioned Retrieval | Elec | Hit@549.32 | 30 | |
| Text Categorization | Elec (test) | Error Rate5.4 | 16 | |
| Recommendation | Elec | Hit Rate@100.0557 | 15 | |
| Sentiment Classification | Elec | Error Rate6.27 | 15 | |
| Probabilistic Forecasting | elec | ND%6 | 12 | |
| Text Classification | Elec 25k (test) | Accuracy92.63 | 8 | |
| Time-Series Forecasting | Elec. | Avg. MSE Error Reduction0.11 | 7 | |
| Time-Series Forecasting | Elec. | Avg Error Reduction in MAPE26.32 | 7 | |
| Regression | ELEC2 | Coverage90 | 7 | |
| Sentiment Analysis | Elec | Accuracy90.58 | 6 | |
| Binary Sentiment Classification | Elec (test) | Error Rate (%)7.14 | 5 | |
| Probabilistic Forecasting | Elec | Winkler Score1.15 | 4 | |
| Time-Series Forecasting | Elec. | MSE0.1595 | 4 | |
| Binary sentiment classification | Elec JZ15a (test) | Error Rate5.24 | 3 | |
| Multistep Prediction | Elec. | Coverage90 | 2 | |
| Sequential Conformal Prediction | Elec | Coverage94 | 2 |
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