Graph-to-Text on LAGRANGE (test)
1,595Avg EloLLaDA
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LLaDAParameters=8B2026.05 | 1,595 | 1,667 | 1,592 | 1,526 | 27 | — | — | — | — | |
| Graph-LLaDAλ=0.252026.05 | 1,581 | 1,546 | 1,592 | 1,606 | 22 | — | — | — | — | |
| LLaMA 3.3Parameters=70B2026.05 | 1,572 | 1,503 | 1,588 | 1,624 | 27 | — | — | — | — | |
| Graph-LLaDAλ=1.02026.05 | 1,547 | 1,576 | 1,578 | 1,487 | 31 | — | — | — | — | |
| LLaMA 3.1Parameters=8B2026.05 | 1,522 | 1,460 | 1,551 | 1,555 | 30 | — | — | — | — | |
| GAPTraining Dataset=LAGRANGE2026.05 | 1,457 | 1,659 | 1,302 | 1,411 | 31 | — | — | — | — | |
| GAPTraining Dataset=WEBNLG2026.05 | 1,226 | 1,089 | 1,298 | 1,292 | 33 | — | — | — | — | |
| GAPTraining data source=WEBNLG2026.05 | — | — | — | — | — | 13 | 22.7 | 37.8 | 1.41 | |
| Graph-LLaDAlambda (λ)=1.02026.05 | — | — | — | — | — | 17 | 23.2 | 46.7 | 1.88 | |
| Graph-LLaDAlambda (λ)=0.52026.05 | — | — | — | — | — | 19.4 | 25 | 46.5 | 2.01 | |
| LLaDA-8BModel size=8B, lambda (λ)=1.02026.05 | — | — | — | — | — | 15.4 | 24.9 | 42.1 | 1.44 | |
| LLaDA-8BModel size=8B, lambda (λ)=0.52026.05 | — | — | — | — | — | 16.8 | 25 | 43.5 | 1.54 | |
| LLaMA 3.1-8BModel size=8B2026.05 | — | — | — | — | — | 18.7 | 24.7 | 45.8 | 2.01 | |
| LLaMA 3.3-70BModel size=70B2026.05 | — | — | — | — | — | 18.8 | 25 | 45.4 | 1.97 |