Table Detection on TASERTab 1.0 (test)
100RecallTASER (Raw Text Prompting)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TASER (Raw Text Prompting)Strategy=(a) Raw Text Prompting2025.08 | 100 | 38.62 | 55.73 | 58.38 | |
| TASER (Structured CoT)Strategy=(b) Structured CoT2025.08 | 100 | 34.42 | 51.21 | 50.1 | |
| TASER (Full Schema Prompting)Strategy=(c) Full Schema Prompting2025.08 | 100 | 43.43 | 59.44 | 66.35 | |
| TASER (Direct Schema Application)Strategy=(d) Direct Schema Application2025.08 | 100 | 41.84 | 58.3 | 63.99 | |
| Table Transformer2025.08 | 99.76 | 32.75 | 49.31 | 46.27 | |
| Camelot (Hybrid)Method Variant=Hybrid2025.08 | 56.92 | 23.46 | 33.23 | 47.35 | |
| Camelot (Network)Method Variant=Network2025.08 | 42.62 | 21.5 | 28.58 | 50.97 | |
| Camelot (Stream)Method Variant=Stream2025.08 | 28.02 | 17.56 | 21.59 | 53.16 | |
| Camelot (Lattice)Method Variant=Lattice2025.08 | 14.01 | 12.72 | 13.33 | 58.08 |