Sentiment Analysis on IMDb BERT-base (test)
88.29Mean Accuracy (ε=0.5)BLT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BLTBackbone=BERT-base, Memory Regime=low memory2026.05 | 88.29 | 88.79 | 90.52 | 91 | 91.48 | |
| DP-λCGDBackbone=BERT-base, Memory Regime=low memory, Projection dimension (p)=22026.05 | 87.72 | 88.85 | 89.59 | 90.75 | 91.05 | |
| DP-SGDBackbone=BERT-base, Memory Regime=low memory2026.05 | 87.69 | 89.09 | 89.51 | 90.52 | 90.64 | |
| BISRBackbone=BERT-base, Memory Regime=low memory, Projection dimension (p)=42026.05 | 87.65 | 89.05 | 90.09 | 90.77 | 91.32 | |
| BSRBackbone=BERT-base, Memory Regime=low memory, Projection dimension (p)=42026.05 | 87.65 | 88.81 | 89.62 | 89.71 | 90.85 | |
| γ-BIFRBackbone=BERT-base, Memory Regime=low memory, Projection dimension (p)=42026.05 | 87.65 | 89.14 | 90.13 | 91.12 | 91.46 | |
| BandMFBackbone=BERT-base, Memory Regime=low memory, Projection dimension (p)=42026.05 | 87.39 | 88.7 | 89.56 | 90.18 | 90.93 | |
| BandInvMFBackbone=BERT-base, Memory Regime=low memory, Projection dimension (p)=42026.05 | 87.05 | 88.39 | 89.78 | 90.83 | 91.43 |