Sentiment Analysis on BLESS (test)
89.83Clean AccuracySDBN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SDBNBackbone=DeBERTa-v3, PEFT Method=LoRA, Training Samples=1,0002026.06 | 89.83 | 60.84 | 57.22 | 68.66 | |
| VanillaBackbone=DeBERTa-v3, PEFT Method=LoRA, Training Samples=1,0002026.06 | 89.81 | 60.67 | 56.82 | 68.51 | |
| SDBN-hBackbone=DeBERTa-v3, PEFT Method=LoRA, Training Samples=1,0002026.06 | 89.61 | 65.14 | 62.8 | 72.54 | |
| NEFTuneBackbone=DeBERTa-v3, PEFT Method=LoRA, Training Samples=1,0002026.06 | 89.08 | 61.19 | 57.22 | 69.42 | |
| SDBN-hBackbone=DeBERTa-v3, PEFT Method=LoRA, Training samples=1,0002026.06 | 72.54 | — | — | — | |
| NEFTuneBackbone=DeBERTa-v3, PEFT Method=LoRA, Training samples=1,0002026.06 | 69.42 | — | — | — | |
| SDBNBackbone=DeBERTa-v3, PEFT Method=LoRA, Training samples=1,0002026.06 | 68.66 | — | — | — | |
| VanillaBackbone=DeBERTa-v3, PEFT Method=LoRA, Training samples=1,0002026.06 | 68.51 | — | — | — |