Diffusion-Reaction on Diffusion-Reaction
0.433nRMSESequence Doubling
Evaluation Results
| Method | Links | |
|---|---|---|
| Sequence DoublingModel Family=Pythia, Size=410M, Adaptation Method=ORCA2025.10 | 0.433 | |
| Sequence DoublingModel Family=Pythia, Size=1B, Adaptation Method=ORCA2025.10 | 0.469 | |
| Sequence DoublingModel Family=Pythia, Size=1.4B, Adaptation Method=ORCA2025.10 | 0.471 | |
| Sequence DoublingModel Family=Pythia, Size=70M, Adaptation Method=ORCA2025.10 | 0.482 | |
| Sequence DoublingModel Family=GPT-2, Size=1.61B, Adaptation Method=ORCA2025.10 | 0.625 | |
| Sequence DoublingModel Family=GPT-2, Size=812M, Adaptation Method=FPT2025.10 | 0.685 | |
| Sequence DoublingModel Family=GPT-2, Size=1.61B, Adaptation Method=FPT2025.10 | 0.697 | |
| Sequence DoublingModel Family=GPT-2, Size=812M, Adaptation Method=ORCA2025.10 | 0.708 | |
| Sequence DoublingModel Family=Pythia, Size=410M, Adaptation Method=FPT2025.10 | 0.906 | |
| Sequence DoublingModel Family=Pythia, Size=1B, Adaptation Method=FPT2025.10 | 1.04 | |
| Sequence DoublingModel Family=GPT-2, Size=380M, Adaptation Method=FPT2025.10 | 1.25 | |
| Sequence DoublingModel Family=Pythia, Size=1.4B, Adaptation Method=FPT2025.10 | 1.25 | |
| Sequence DoublingModel Family=GPT-2, Size=380M, Adaptation Method=ORCA2025.10 | 1.34 | |
| Sequence DoublingModel Family=Pythia, Size=160M, Adaptation Method=FPT2025.10 | 1.37 | |
| Parallel FlippingModel Family=Pythia, Size=410M, Adaptation Method=ORCA2025.10 | 1.42 | |
| Sequence DoublingModel Family=GPT-2, Size=137M, Adaptation Method=ORCA2025.10 | 1.48 | |
| Parallel FlippingModel Family=Pythia, Size=1.4B, Adaptation Method=ORCA2025.10 | 1.5 | |
| Parallel FlippingModel Family=Pythia, Size=1B, Adaptation Method=ORCA2025.10 | 1.53 | |
| Sequence DoublingModel Family=GPT-2, Size=137M, Adaptation Method=FPT2025.10 | 1.57 | |
| Parallel FlippingModel Family=Pythia, Size=70M, Adaptation Method=ORCA2025.10 | 1.58 | |
| Parallel FlippingModel Family=GPT-2, Size=1.61B, Adaptation Method=ORCA2025.10 | 1.81 | |
| Parallel FlippingModel Family=GPT-2, Size=812M, Adaptation Method=ORCA2025.10 | 1.9 | |
| Sequence DoublingModel Family=Pythia, Size=70M, Adaptation Method=FPT2025.10 | 2.02 | |
| Parallel FlippingModel Family=GPT-2, Size=380M, Adaptation Method=ORCA2025.10 | 2.1 | |
| Parallel FlippingModel Family=GPT-2, Size=137M, Adaptation Method=ORCA2025.10 | 2.21 | |
| Original SetupModel Family=Pythia, Size=410M, Adaptation Method=ORCA2025.10 | 3.09 | |
| Original SetupModel Family=Pythia, Size=1.4B, Adaptation Method=ORCA2025.10 | 3.24 | |
| Original SetupModel Family=Pythia, Size=1B, Adaptation Method=ORCA2025.10 | 3.3 | |
| Original SetupModel Family=Pythia, Size=70M, Adaptation Method=ORCA2025.10 | 3.46 | |
| Parallel FlippingModel Family=Pythia, Size=410M, Adaptation Method=FPT2025.10 | 3.84 | |
| Original SetupModel Family=GPT-2, Size=380M, Adaptation Method=FPT2025.10 | 3.85 | |
| Original SetupModel Family=GPT-2, Size=1.61B, Adaptation Method=ORCA2025.10 | 3.89 | |
| Parallel FlippingModel Family=Pythia, Size=1.4B, Adaptation Method=FPT2025.10 | 3.99 | |
| Original SetupModel Family=GPT-2, Size=380M, Adaptation Method=ORCA2025.10 | 4.17 | |
| Parallel FlippingModel Family=Pythia, Size=1B, Adaptation Method=FPT2025.10 | 4.18 | |
| Original SetupModel Family=GPT-2, Size=812M, Adaptation Method=ORCA2025.10 | 4.3 | |
| Original SetupModel Family=GPT-2, Size=137M, Adaptation Method=ORCA2025.10 | 4.32 | |
| Original SetupModel Family=Pythia, Size=1.4B, Adaptation Method=FPT2025.10 | 5.33 | |
| Original SetupModel Family=Pythia, Size=410M, Adaptation Method=FPT2025.10 | 5.43 | |
| Original SetupModel Family=Pythia, Size=1B, Adaptation Method=FPT2025.10 | 5.71 | |
| Parallel FlippingModel Family=Pythia, Size=160M, Adaptation Method=FPT2025.10 | 6.2 | |
| Parallel FlippingModel Family=GPT-2, Size=380M, Adaptation Method=FPT2025.10 | 6.99 | |
| Parallel FlippingModel Family=GPT-2, Size=137M, Adaptation Method=FPT2025.10 | 7.18 | |
| Parallel FlippingModel Family=GPT-2, Size=812M, Adaptation Method=FPT2025.10 | 7.29 | |
| Original SetupModel Family=Pythia, Size=160M, Adaptation Method=FPT2025.10 | 7.39 | |
| Parallel FlippingModel Family=GPT-2, Size=1.61B, Adaptation Method=FPT2025.10 | 7.41 | |
| Parallel FlippingModel Family=Pythia, Size=70M, Adaptation Method=FPT2025.10 | 7.51 | |
| Original SetupModel Family=Pythia, Size=70M, Adaptation Method=FPT2025.10 | 8.11 | |
| Sequence DoublingModel Family=Pythia, Size=14M, Adaptation Method=ORCA2025.10 | 8.83 | |
| Original SetupModel Family=Pythia, Size=14M, Adaptation Method=ORCA2025.10 | 8.84 | |
| Parallel FlippingModel Family=Pythia, Size=160M, Adaptation Method=ORCA2025.10 | 8.85 | |
| Parallel FlippingModel Family=Pythia, Size=14M, Adaptation Method=ORCA2025.10 | 8.86 | |
| Parallel FlippingModel Family=Pythia, Size=14M, Adaptation Method=FPT2025.10 | 8.86 | |
| Original SetupModel Family=Pythia, Size=160M, Adaptation Method=ORCA2025.10 | 8.86 | |
| Sequence DoublingModel Family=Pythia, Size=160M, Adaptation Method=ORCA2025.10 | 8.86 | |
| Original SetupModel Family=Pythia, Size=14M, Adaptation Method=FPT2025.10 | 8.87 | |
| Sequence DoublingModel Family=Pythia, Size=14M, Adaptation Method=FPT2025.10 | 8.87 | |
| Original SetupModel Family=GPT-2, Size=1.61B, Adaptation Method=FPT2025.10 | 9.05 | |
| Original SetupModel Family=GPT-2, Size=812M, Adaptation Method=FPT2025.10 | 10.3 | |
| Original SetupModel Family=GPT-2, Size=137M, Adaptation Method=FPT2025.10 | 16.5 |