Question Answering on ARC-C (Accuracy and NFE)
88.23AccuracyFreeDave
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FreeDaveBase Model=Dream-7B Instruct2026.01 | 88.23 | 138.91 | |
| PVFBase Model=Dream-7B Instruct2026.01 | 87.55 | 25.93 | |
| StaticBase Model=Dream-7B Instruct2026.01 | 86.95 | 512 | |
| Fast-dLLMBase Model=Dream-7B Instruct2026.01 | 86.78 | 56.13 | |
| PVFBase Model=LLaDA-8B Instruct2026.01 | 84.3 | 17.23 | |
| FreeDaveBase Model=LLaDA-8B Instruct2026.01 | 84.04 | 130.73 | |
| Fast-dLLMBase Model=LLaDA-8B Instruct2026.01 | 83.02 | 48.75 | |
| StaticBase Model=LLaDA-8B Instruct2026.01 | 82.46 | 512 | |
| Stable-LoRAModel=3B2026.03 | 73.63 | — | |
| AdamWModel=3B2026.03 | 72.78 | — | |
| Stable-LoRAModel=1.5B2026.03 | 72.61 | — | |
| LoRA+Model=3B2026.03 | 72.35 | — | |
| LoRA-RITEModel=3B2026.03 | 71.5 | — | |
| RiemannModel=3B2026.03 | 71.42 | — | |
| LoRA-RITEModel=1.5B2026.03 | 70.82 | — | |
| LoRA+Model=1.5B2026.03 | 70.65 | — | |
| AdamWModel=1.5B2026.03 | 70.14 | — | |
| RiemannModel=1.5B2026.03 | 69.71 | — | |
| Stable-LoRAModel=1B2026.03 | 54.78 | — | |
| AdamWModel=1B2026.03 | 54.01 | — | |
| LoRA-RITEModel=1B2026.03 | 53.5 | — | |
| LoRA+Model=1B2026.03 | 53.16 | — | |
| RiemannModel=1B2026.03 | 52.13 | — | |
| Stable-LoRAModel=0.5B2026.03 | 48.89 | — | |
| LoRA+Model=0.5B2026.03 | 47.87 | — | |
| RiemannModel=0.5B2026.03 | 47.35 | — | |
| AdamWModel=0.5B2026.03 | 47.1 | — | |
| LoRA-RITEModel=0.5B2026.03 | 46.5 | — |