Sentiment Analysis on SST-2 (test) (Accuracy and Speedup)
81.65Top-1 AccuracyCooperLLM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CooperLLMBackbone=DistilBERT, Batch Size=82026.01 | 81.65 | 1.81 | |
| FwdLLMBackbone=DistilBERT, Batch Size=82026.01 | 58.86 | 1.12 | |
| FedAdapterBackbone=DistilBERT, Batch Size=82026.01 | 58.22 | 1.04 | |
| BitFitBackbone=DistilBERT, Batch Size=82026.01 | 52.51 | 1.03 | |
| Full-FTBackbone=DistilBERT, Batch Size=82026.01 | 48.82 | 1 |