Spoken Language Modeling on sWUGGY, sBLIMP, tSC (test)
63.6AccuracyMAdaPT-FOBLO
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL], Adaptation time=100h2025.12 | 63.6 | — | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL/SL], Adaptation time=10h2025.12 | 63.17 | — | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL/SL], Adaptation time=10m2025.12 | 62.99 | — | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL/SL], Adaptation time=10h2025.12 | 62.97 | — | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL/SL], Adaptation time=100h2025.12 | 62.83 | — | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL/SL], Adaptation time=100h2025.12 | 62.74 | — | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL/SL], Adaptation time=10m2025.12 | 62.72 | — | |
| Multi-Task-PT [SSL/SL]Adaptation time=100h2025.12 | 62.7 | — | |
| Multi-Task-PT [SSL/SL]Adaptation time=10h2025.12 | 62.68 | — | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL/SL], Adaptation time=1h2025.12 | 62.65 | — | |
| Multi-Task-PT [SSL/SL]Adaptation time=1h2025.12 | 62.43 | — | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL], Adaptation time=10h2025.12 | 62.41 | — | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL/SL], Adaptation time=0h2025.12 | 62.38 | — | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL], Adaptation time=10m2025.12 | 62.19 | — | |
| Multi-Task-PT [SSL/SL]Adaptation time=10m2025.12 | 62.13 | — | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL], Adaptation time=1h2025.12 | 62.12 | — | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL/SL], Adaptation time=1h2025.12 | 61.89 | — | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL], Adaptation time=100h2025.12 | 61.7 | — | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL/SL], Adaptation time=0h2025.12 | 61.65 | — | |
| Multi-Task-PT [SSL]Adaptation time=100h2025.12 | 61.64 | — | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL], Adaptation time=10h2025.12 | 61.58 | — | |
| Multi-Task-PT [SSL]Adaptation time=10h2025.12 | 61.47 | — | |
| Multi-Task-PT [SSL/SL]Adaptation time=0h2025.12 | 61.36 | — | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL], Adaptation time=1h2025.12 | 61.16 | — | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL], Adaptation time=10m2025.12 | 60.99 | — | |
| Multi-Task-PT [SSL]Adaptation time=0h2025.12 | 60.82 | — | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL], Adaptation time=0h2025.12 | 60.8 | — | |
| Multi-Task-PT [SSL]Adaptation time=1h2025.12 | 60.79 | — | |
| Multi-Task-PT [SSL]Adaptation time=10m2025.12 | 60.38 | — | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL], Adaptation time=0h2025.12 | 56.92 | — | |
| In-Domain Mono-Task-PTTraining=6000 hours unlabeled data; Oracle2025.12 | — | 61.85 | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL]2025.12 | — | 62.58 | |
| MAdaPT-FOBLOInitialization=Multi-Task-PT [SSL/SL]2025.12 | — | 62.89 | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL]2025.12 | — | 61.36 | |
| MAdaPT-ReptileInitialization=Multi-Task-PT [SSL/SL]2025.12 | — | 62.6 | |
| Multi-Task-PT [SSL]2025.12 | — | 61.07 | |
| Multi-Task-PT [SSL/SL]2025.12 | — | 62.49 |