Text Classification on Yahoo Answers Topics (test)
0.42ECETS
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TSBackbone=RoBERTa, Calibration Protocol=+ours2023.06 | 0.42 | 0.46 | 0.07 | 1.34 | |
| PTSBackbone=RoBERTa, Calibration Protocol=+ours2023.06 | 0.42 | 0.42 | 0.09 | 1.41 | |
| ETSBackbone=RoBERTa, Calibration Protocol=+ours2023.06 | 0.43 | 0.45 | 0.07 | 1.37 | |
| PTSKBackbone=RoBERTa, Calibration Protocol=+ours2023.06 | 0.47 | 0.51 | 0.09 | 1.38 | |
| TSBackbone=RoBERTa, Calibration Protocol=base2023.06 | 0.5 | 0.46 | 0.09 | 2.22 | |
| ConfBackbone=RoBERTa, Calibration Protocol=+ours2023.06 | 0.51 | 0.54 | 0.09 | 1.32 | |
| PTSBackbone=RoBERTa, Calibration Protocol=base2023.06 | 0.55 | 0.52 | 0.1 | 2.03 | |
| PTSKBackbone=RoBERTa, Calibration Protocol=base2023.06 | 0.61 | 0.51 | 0.13 | 2.15 | |
| ETSBackbone=RoBERTa, Calibration Protocol=base2023.06 | 0.62 | 0.59 | 0.09 | 2.22 | |
| MIRBackbone=RoBERTa, Calibration Protocol=base2023.06 | 0.63 | 0.54 | 0.11 | 2.08 | |
| IRBackbone=RoBERTa, Calibration Protocol=base2023.06 | 0.64 | 0.64 | 0.13 | 2.08 | |
| MIRBackbone=RoBERTa, Calibration Protocol=+ours2023.06 | 0.72 | 0.61 | 0.18 | 1.65 | |
| IRBackbone=RoBERTa, Calibration Protocol=+ours2023.06 | 0.84 | 0.77 | 0.19 | 1.75 | |
| HBBackbone=RoBERTa, Calibration Protocol=+ours2023.06 | 1.99 | 2.09 | 0.67 | 2.92 | |
| HBBackbone=RoBERTa, Calibration Protocol=base2023.06 | 3.28 | 4.88 | 1.68 | 5.33 | |
| ConfBackbone=RoBERTa, Calibration Protocol=base2023.06 | 4.56 | 4.56 | 0.84 | 4.73 |