Column Type Annotation on Semtab 2019 (test)
84.6SW F1TableLlama
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TableLlamatraining_data_ratio=100%2026.02 | 84.6 | 70.2 | 0.9 | |
| TableLlamatraining_data_ratio=50%2026.02 | 80.2 | 64.7 | 0.9 | |
| TableLlamatraining_data_ratio=25%2026.02 | 75.5 | 57 | 2 | |
| TableLlamafine-tuning setting=low42026.02 | 64.5 | 46.7 | 2.1 | |
| TableLlamafine-tuning setting=low32026.02 | 59 | 44 | 1.4 | |
| GPT-5.12026.02 | 57.2 | 40.1 | 2.7 | |
| TableLlamafine-tuning setting=low12026.02 | 55.2 | 38.6 | 2.1 | |
| TableLlamafine-tuning setting=low22026.02 | 54.1 | 41.2 | 1.8 | |
| GPT-4o2026.02 | 49.9 | 33.8 | 4.1 | |
| ChatGPT2026.02 | 31.8 | 26.9 | 7.8 | |
| TableLlama2026.02 | 11.3 | 7.8 | 47.6 |