Model Merging on Language Benchmarks 5-task
0.63ScoreIndiv.
Evaluation Results
| Method | Links | |
|---|---|---|
| Indiv.Model=Llama-3.1-8B, Setting=anchor2026.05 | 0.63 | |
| BMMModel=Llama-3.1-8B, Setting=data-assisted, Anchor Method=TIES2026.05 | 0.579 | |
| BMMModel=Llama-3.1-8B, Setting=data-assisted, Anchor Method=ISO-CTS2026.05 | 0.576 | |
| BMMModel=Llama-3.1-8B, Setting=data-assisted, Anchor Method=TSV2026.05 | 0.574 | |
| BMMModel=Llama-3.1-8B, Setting=data-free, Anchor Method=TSV2026.05 | 0.573 | |
| BMMModel=Llama-3.1-8B, Setting=data-assisted, Anchor Method=TA2026.05 | 0.568 | |
| BMMModel=Llama-3.1-8B, Setting=data-free, Anchor Method=TA2026.05 | 0.568 | |
| BMMModel=Llama-3.1-8B, Setting=data-assisted, Anchor Method=WUDI2026.05 | 0.564 | |
| BMMModel=Llama-3.1-8B, Setting=data-free, Anchor Method=ISO-CTS2026.05 | 0.564 | |
| BMMModel=Llama-3.1-8B, Setting=data-free, Anchor Method=WUDI2026.05 | 0.561 | |
| WUDIModel=Llama-3.1-8B, Setting=anchor2026.05 | 0.56 | |
| BMMModel=Llama-3.1-8B, Setting=data-free, Anchor Method=TIES2026.05 | 0.558 | |
| TSVModel=Llama-3.1-8B, Setting=anchor2026.05 | 0.557 | |
| ISO-CTSModel=Llama-3.1-8B, Setting=anchor2026.05 | 0.556 | |
| TIESModel=Llama-3.1-8B, Setting=anchor2026.05 | 0.554 | |
| TAModel=Llama-3.1-8B, Setting=anchor2026.05 | 0.541 | |
| BMMModel=Llama-3.1-8B, Setting=data-assisted, Anchor Method=RegMean2026.05 | 0.53 | |
| BMMModel=Llama-3.1-8B, Setting=data-free, Anchor Method=RegMean2026.05 | 0.528 | |
| RegMeanModel=Llama-3.1-8B, Setting=anchor2026.05 | 0.526 | |
| Indiv.Model=Llama-3.2-3B, Setting=anchor2026.05 | 0.499 | |
| BMMModel=Llama-3.2-3B, Setting=data-free, Anchor Method=TSV2026.05 | 0.486 | |
| BMMModel=Llama-3.2-3B, Setting=data-assisted, Anchor Method=WUDI2026.05 | 0.479 | |
| BMMModel=Llama-3.2-3B, Setting=data-assisted, Anchor Method=TSV2026.05 | 0.478 | |
| BMMModel=Llama-3.2-3B, Setting=data-free, Anchor Method=WUDI2026.05 | 0.478 | |
| TSVModel=Llama-3.2-3B, Setting=anchor2026.05 | 0.471 | |
| BMMModel=Llama-3.2-3B, Setting=data-free, Anchor Method=TIES2026.05 | 0.468 | |
| WUDIModel=Llama-3.2-3B, Setting=anchor2026.05 | 0.461 | |
| BMMModel=Llama-3.2-3B, Setting=data-free, Anchor Method=ISO-CTS2026.05 | 0.457 | |
| BMMModel=Llama-3.2-3B, Setting=data-free, Anchor Method=RegMean2026.05 | 0.456 | |
| BMMModel=Llama-3.2-3B, Setting=data-free, Anchor Method=TA2026.05 | 0.455 | |
| BMMModel=Llama-3.2-3B, Setting=data-assisted, Anchor Method=ISO-CTS2026.05 | 0.454 | |
| BMMModel=Llama-3.2-3B, Setting=data-assisted, Anchor Method=TA2026.05 | 0.448 | |
| BMMModel=Llama-3.2-3B, Setting=data-assisted, Anchor Method=TIES2026.05 | 0.447 | |
| ISO-CTSModel=Llama-3.2-3B, Setting=anchor2026.05 | 0.441 | |
| TAModel=Llama-3.2-3B, Setting=anchor2026.05 | 0.438 | |
| TIESModel=Llama-3.2-3B, Setting=anchor2026.05 | 0.435 | |
| BMMModel=Llama-3.2-3B, Setting=data-assisted, Anchor Method=RegMean2026.05 | 0.406 | |
| BMMModel=Llama-3.1-8B, Setting=data-assisted, Anchor Method=Pretrained2026.05 | 0.387 | |
| BMMModel=Llama-3.1-8B, Setting=data-free, Anchor Method=Pretrained2026.05 | 0.387 | |
| PretrainedModel=Llama-3.1-8B, Setting=anchor2026.05 | 0.385 | |
| RegMeanModel=Llama-3.2-3B, Setting=anchor2026.05 | 0.377 | |
| BMMModel=Llama-3.2-3B, Setting=data-free, Anchor Method=Pretrained2026.05 | 0.303 | |
| BMMModel=Llama-3.2-3B, Setting=data-assisted, Anchor Method=Pretrained2026.05 | 0.302 | |
| PretrainedModel=Llama-3.2-3B, Setting=anchor2026.05 | 0.301 |