Natural Language Understanding on GLUE (8-Task Subset: CoLA, MNLI, MRPC, QNLI, QQP, RTE, SST-2, STSB)
90.49MNLI AccuracyLIFT
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LIFTBest Rank=1282025.06 | 90.49 | 96.56 | 90.93 | 71.84 | 93.9 | 92.38 | 85.92 | 91.86 | 89.24 | |
| Full FTBest Rank=–2025.06 | 90.22 | 96.1 | 89.71 | 70.67 | 93.59 | 92.2 | 83.03 | 91.38 | 88.36 | |
| PiSSABest Rank=1282025.06 | 90.12 | 95.87 | 89.46 | 68.48 | 93.48 | 91.72 | 81.95 | 91.1 | 87.77 | |
| DoRABest Rank=642025.06 | 89.93 | 96.22 | 89.95 | 68.59 | 92.86 | 90.66 | 82.31 | 90.83 | 87.66 | |
| LoRABest Rank=642025.06 | 89.92 | 95.87 | 89.95 | 68.35 | 92.88 | 90.62 | 81.95 | 90.81 | 87.57 | |
| SpectralBest Rank=642025.06 | 89.89 | 96.22 | 88.73 | 69.65 | 93.45 | 91.21 | 82.67 | 90.92 | 87.84 |