D1
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Forecasting | Synthetic D1 (test) | MSE0.512 | 16 | |
| Medical Image Segmentation | D1 Pediatric Organs in CT | DSC85.59 | 14 | |
| Aspect-level sentiment classification | D1 | Accuracy79.11 | 9 | |
| Missing Data Imputation | D1 (test) | Micro AUPRC81.64 | 7 | |
| Hospital readmission prediction | D1 (test) | Mean AUPRC21.51 | 7 | |
| Time-Domain Prediction | D1 | NMSE (dB)-19.5 | 6 | |
| Frequency-Domain Prediction | D1 | NMSE (dB)-18.43 | 5 | |
| People counting | D1 seen environment (70%-30%) | Average Precision (AP)0.838 | 4 | |
| CSI Reconstruction | D1 | NMSE (dB)-19.26 | 3 | |
| Document Question Answering | D1 | Correct Answers20 | 2 | |
| Visual Question Answering | D1 | Effective Answer Rate (C+P)50 | 2 | |
| Page Localization | D1 | Page Localization Success Rate1 | 1 | |
| Device Type Identification | D1 EXP2 (test) | Accuracy97.6 | 1 | |
| Device Type Identification | D1 EXP1 (test) | Accuracy88 | 1 |
Showing 14 of 14 rows