Schema linking on BIRD (dev)
100SRRLinkAlign
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| LinkAlign2026.05 | 100 | 100 | 33.06 | 47.1 | 8.09 | |
| AutoLink2026.05 | 99.93 | 99.97 | 33.93 | 48.01 | 51.81 | |
| APEX-SQL2026.05 | 99.02 | 99.63 | 41.33 | 54.65 | 50.95 | |
| AutoLinkBackbone=Qwen3.6-35B-A3B, Granularity=Field-level2026.05 | 98.89 | 99.76 | 11.39 | 19.28 | 51,810 | |
| RSL-SQL2026.05 | 98.83 | 99.53 | 45.95 | 59.11 | 6.13 | |
| LinkAlignBackbone=Qwen3.6-35B-A3B, Granularity=Field-level2026.05 | 95.11 | 98.51 | 10.68 | 18.05 | 8,090 | |
| DSR-SQL2026.05 | 94.72 | 97.71 | 81.88 | 86.73 | 40.01 | |
| EviLink2026.05 | 93.68 | 97.04 | 85.59 | 89.29 | 22 | |
| APEX-SQLBackbone=Qwen3.6-35B-A3B, Granularity=Field-level2026.05 | 90.94 | 97.33 | 41.97 | 55.27 | 50,950 | |
| TA-SQL2026.05 | 90.03 | 95.41 | 92.13 | 92.66 | 3.38 | |
| RSL-SQLBackbone=Qwen3.6-35B-A3B, Granularity=Field-level2026.05 | 89.9 | 97.1 | 44.32 | 57.89 | 6,130 | |
| EviLinkBackbone=Qwen3.6-35B-A3B, Granularity=Field-level2026.05 | 82.2 | 94.06 | 69.79 | 77.01 | 22,000 | |
| DSR-SQLBackbone=Qwen3.6-35B-A3B, Granularity=Field-level2026.05 | 79.4 | 88.14 | 47.19 | 58.58 | 40,010 | |
| TA-SQLBackbone=Qwen3.6-35B-A3B, Granularity=Field-level2026.05 | 73.73 | 89.84 | 81.91 | 83.98 | 3,380 | |
| ReFoRCE2026.05 | 39.63 | 64.42 | 79.9 | 67.83 | 7.29 | |
| ReFoRCEBackbone=Qwen3.6-35B-A3B, Granularity=Field-level2026.05 | 20.01 | 54.61 | 71.87 | 58.64 | 7,290 |