Sentiment Analysis on HinProd (test)
69AccuracyT-top-k
Evaluation Results
| Method | Links | |
|---|---|---|
| T-top-kselection strategy=top-k, Zero-shot=true2024.07 | 69 | |
| T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.07 | 68.8 | |
| T-div-kselection strategy=div-k, Zero-shot=true2024.07 | 68.04 | |
| T-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 67.56 | |
| T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.07 | 66.83 | |
| SRCZero-shot=true2024.07 | 63.48 | |
| SRC+GENZero-shot=true2024.07 | 63.16 | |
| T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.07 | 62.68 | |
| SRC+GENEvaluation protocol=translate-train2024.07 | 61.67 | |
| GENZero-shot=true2024.07 | 61.38 | |
| Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.07 | 60.71 | |
| Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.07 | 60.61 | |
| Tpl-div-kselection strategy=div-k, Zero-shot=true2024.07 | 59.85 | |
| GENEvaluation protocol=translate-train2024.07 | 59.43 | |
| Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 59.27 | |
| Tpl-top-kselection strategy=top-k, Zero-shot=true2024.07 | 58.67 | |
| SRCEvaluation protocol=translate-train2024.07 | 57.94 | |
| Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.07 | 56.5 |