Sentiment Analysis on SST2 (HS, FA)
95.4FA ScoreNon-Aligned
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Non-AlignedBackbone=Opt-2.7B2024.02 | 95.4 | 81.2 | |
| SFTBackbone=Llama2-7B2024.02 | 94.8 | 52.8 | |
| SFTBackbone=Llama2-7B2024.02 | 94.8 | 52.8 | |
| AntibodyModel=Qwen-2-7B2026.02 | 94.31 | 0.81 | |
| AntibodyModel=Gemma-2-9B2026.02 | 94.27 | 11.3 | |
| Non-AlignedBackbone=Vicuna-7B2024.02 | 94.2 | 78.6 | |
| SFTBackbone=Vicuna-7B2024.02 | 94.2 | 49.8 | |
| Booster + LisaModel=Qwen-2-7B2026.02 | 94.19 | 2.15 | |
| Booster + LisaModel=Gemma-2-9B2026.02 | 94.04 | 4.1 | |
| Non-AlignedBackbone=Llama2-7B2024.02 | 94 | 82.4 | |
| Non-AlignedBackbone=Llama2-7B2024.02 | 94 | 82.4 | |
| AntibodyBackbone=Llama-2-7B2026.02 | 93.55 | — | |
| VaccineBackbone=Vicuna-7B2024.02 | 93.4 | 43.4 | |
| AntibodyModel=Llama-2-7B2026.02 | 93.35 | 1.48 | |
| VaccineBackbone=Llama2-7B2024.02 | 93 | 42.8 | |
| VaccineBackbone=Llama2-7B2024.02 | 93 | 42.8 | |
| SFTBackbone=Llama-2-7B2026.02 | 92.7 | — | |
| BoosterBackbone=Llama-2-7B2026.02 | 92.59 | — | |
| LisaBackbone=Llama-2-7B2026.02 | 92.51 | — | |
| SFTBackbone=Opt-2.7B2024.02 | 92 | 50.2 | |
| Booster + LisaModel=Llama-2-7B2026.02 | 91.94 | 2.52 | |
| VaccineBackbone=Llama-2-7B2026.02 | 91.71 | — | |
| VaccineBackbone=Opt-2.7B2024.02 | 91 | 44.6 | |
| EWCBackbone=Vicuna-7B2024.02 | 88 | 48.8 | |
| EWCBackbone=Llama2-7B2024.02 | 87.4 | 50.6 | |
| EWCBackbone=Llama2-7B2024.02 | 87.4 | 50.6 | |
| EWCBackbone=Opt-2.7B2024.02 | 47.2 | 49.4 |