Column Type Annotation on VizNet
92.5SW F1TableLlama
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TableLlamamode=fine-tuned, training_data_percentage=100%2026.02 | 92.5 | 64.2 | 1.7 | |
| TableLlamamode=fine-tuned, training_data_percentage=50%2026.02 | 90.3 | 60.8 | 1.8 | |
| TableLlamamode=fine-tuned, training_data_percentage=25%2026.02 | 88.2 | 59.1 | 1.9 | |
| TableLlamamode=fine-tuned, setup=low42026.02 | 79.3 | 50.7 | 2.7 | |
| TableLlamamode=fine-tuned, setup=low32026.02 | 74.9 | 48.2 | 2.5 | |
| TableLlamamode=fine-tuned, setup=low22026.02 | 69.4 | 39.5 | 2.9 | |
| GPT-4mode=zero-shot2026.02 | 68.6 | 45.3 | 14.3 | |
| TableLlamamode=fine-tuned, setup=low12026.02 | 62 | 34.9 | 2.7 | |
| GPT-4omode=zero-shot2026.02 | 58.4 | 39 | 28 | |
| ChatGPTmode=zero-shot2026.02 | 45.1 | 32.4 | 26.4 | |
| TableLlamamode=zero-shot2026.02 | 14.6 | 8.6 | 17.7 |