Sentiment Analysis on HinProd (dev)
68.65AccuracyT-top-k
Evaluation Results
| Method | Links | |
|---|---|---|
| T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.07 | 68.65 | |
| T-top-kselection strategy=top-k, Zero-shot=true2024.07 | 66.96 | |
| T-div-kselection strategy=div-k, Zero-shot=true2024.07 | 66.25 | |
| T-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 66.03 | |
| T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.07 | 65.55 | |
| SRC+GENZero-shot=true2024.07 | 65.14 | |
| SRC+GENEvaluation protocol=translate-train2024.07 | 62.11 | |
| T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.07 | 62.11 | |
| SRCZero-shot=true2024.07 | 61.95 | |
| GENZero-shot=true2024.07 | 60.96 | |
| Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 60.77 | |
| Tpl-div-kselection strategy=div-k, Zero-shot=true2024.07 | 60.77 | |
| Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.07 | 59.66 | |
| GENEvaluation protocol=translate-train2024.07 | 58.86 | |
| Tpl-top-kselection strategy=top-k, Zero-shot=true2024.07 | 58.29 | |
| Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.07 | 58.06 | |
| SRCEvaluation protocol=translate-train2024.07 | 56.98 | |
| Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.07 | 53.98 |