Instruction Following on IFEval (IFEval Delta)
45.2IFEval Deltano adaptation
Evaluation results
| Method | Links | |
|---|---|---|
| no adaptationBackbone=Qwen2.5-7B-Instruct2026.05 | 45.2 | |
| CEBackbone=Qwen2.5-7B-Instruct, Adapter=SineLoRA2026.05 | 5.5 | |
| CEBackbone=Qwen2.5-7B-Instruct, Adapter=DoRA2026.05 | 5.3 | |
| CEBackbone=Qwen2.5-7B-Instruct, Adapter=LoRA2026.05 | 5.2 | |
| CEBackbone=Qwen2.5-7B-Instruct, Adapter=RandLoRA2026.05 | 4.1 | |
| CE + TMKLBackbone=Qwen2.5-7B-Instruct, Adapter=RandLoRA2026.05 | 0.6 | |
| CE + TMKLBackbone=Qwen2.5-7B-Instruct, Adapter=DoRA2026.05 | 0.5 | |
| CE + TMKLBackbone=Qwen2.5-7B-Instruct, Adapter=LoRA2026.05 | 0.4 | |
| CE + TMKLBackbone=Qwen2.5-7B-Instruct, Adapter=SineLoRA2026.05 | 0.3 |