Tabular Classification on URL
97.3Clean AccuracyTabICL
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TabICLTraining=AICL CAA2025.06 | 97.3 | 97 | 75.6 | |
| TabICLTraining=AICL CAA2025.06 | 97.3 | 97 | 75.6 | |
| TabPFNv2Training=AFT CAA2025.06 | 97.2 | 51.1 | 31.2 | |
| TabPFN2Training=AFT CAA2025.06 | 97.2 | 51.1 | 31.2 | |
| TabPFNv2Training=Original2025.06 | 97.1 | 47.6 | 25.2 | |
| TabPFNv2Training=AFT CPGD2025.06 | 97.1 | 53.2 | 31.8 | |
| TabPFN2Training=Original2025.06 | 97.1 | 47.6 | 25.2 | |
| TabPFN2Training=AFT CPGD2025.06 | 97.1 | 53.2 | 31.8 | |
| TabICLTraining=Original2025.06 | 96.7 | 82.8 | 20.4 | |
| TabICLTraining=AFT CPGD2025.06 | 96.7 | 84.8 | 16.8 | |
| TabICLTraining=Original2025.06 | 96.7 | 82.9 | 20.2 | |
| TabICLTraining=AFT CPGD2025.06 | 96.7 | 84.8 | 16.8 | |
| TabICLTraining=AFT CAA2025.06 | 96.6 | 80.3 | 22.6 | |
| TabICLTraining=AFT CAA2025.06 | 96.6 | 80.3 | 22.6 | |
| TabICLTraining=AICL CAPGD2025.06 | 96.4 | 95.8 | 31 | |
| TabICLTraining=AICL CAPGD2025.06 | 96.4 | 95.8 | 31 | |
| TabPFNv2Training=AICL CAA2025.06 | 96.2 | 96.1 | 69.4 | |
| TabPFN2Training=AICL CAA2025.06 | 96.2 | 96.1 | 69.4 | |
| TabPFNv2Training=AICL CAPGD2025.06 | 95.6 | 94.7 | 25.9 | |
| TabPFN2Training=AICL CAPGD2025.06 | 95.6 | 94.7 | 25.9 |