Text Classification on NG20
75.36AccuracyUncalibrated
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| UncalibratedModel Architecture=XLNet-Base-Cased2025.12 | 75.36 | 0.128 | 0.9561 | 0.0139 | 0.0188 | 0.1083 | |
| TSModel Architecture=XLNet-Base-Cased2025.12 | 75.36 | 0.0469 | 0.8467 | 0.0074 | 0.0174 | 0.065 | |
| IR OvRModel Architecture=XLNet-Base-Cased2025.12 | 75.34 | 0.0419 | 1.1708 | 0.0069 | 0.0175 | 0.0559 | |
| FIRModel Architecture=XLNet-Base-Cased2025.12 | 75.27 | 0.0347 | 0.8914 | 0.0068 | 0.0173 | 0.0556 | |
| NA-FIRModel Architecture=XLNet-Base-Cased2025.12 | 75.25 | 0.0189 | 0.8468 | 0.0069 | 0.0172 | 0.0499 | |
| VSModel Architecture=BERT-Base-Uncased2025.12 | 75.23 | 0.0243 | 0.8847 | 0.0081 | 0.0178 | 0.068 | |
| IR OvRModel Architecture=BERT-Base-Uncased2025.12 | 75.19 | 0.0186 | 1.005 | 0.007 | 0.0175 | 0.0546 | |
| NA-FIRModel Architecture=BERT-Base-Uncased2025.12 | 75.17 | 0.0202 | 0.8583 | 0.0072 | 0.0173 | 0.0487 | |
| FIRModel Architecture=BERT-Base-Uncased2025.12 | 75.17 | 0.0176 | 0.8743 | 0.0071 | 0.0173 | 0.0488 | |
| UncalibratedModel Architecture=BERT-Base-Uncased2025.12 | 75.13 | 0.1201 | 0.9437 | 0.0131 | 0.0189 | 0.11 | |
| TSModel Architecture=BERT-Base-Uncased2025.12 | 75.13 | 0.062 | 0.8844 | 0.0085 | 0.0177 | 0.0764 | |
| VSModel Architecture=XLNet-Base-Cased2025.12 | 75.13 | 0.0335 | 0.8536 | 0.0073 | 0.0175 | 0.062 | |
| SCIRModel Architecture=BERT-Base-Uncased2025.12 | 75.11 | 0.0401 | 0.9158 | 0.0081 | 0.0176 | 0.0493 | |
| MSModel Architecture=BERT-Base-Uncased2025.12 | 74.98 | 0.0195 | 0.9063 | 0.0064 | 0.0181 | 0.0555 | |
| SCIRModel Architecture=XLNet-Base-Cased2025.12 | 74.81 | 0.0215 | 0.94 | 0.0065 | 0.0175 | 0.0496 | |
| MSModel Architecture=XLNet-Base-Cased2025.12 | 74.45 | 0.0488 | 0.9021 | 0.008 | 0.0181 | 0.0644 |