Sentiment Analysis on MarSent (dev)
67.83AccuracyTpl-top-k
Evaluation Results
| Method | Links | |
|---|---|---|
| Tpl-top-kselection strategy=top-k, Zero-shot=true2024.07 | 67.83 | |
| T-div-kselection strategy=div-k, Zero-shot=true2024.07 | 66.38 | |
| T-top-kselection strategy=top-k, Zero-shot=true2024.07 | 66.34 | |
| T-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 66.22 | |
| Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.07 | 66.13 | |
| T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.07 | 65.81 | |
| Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.07 | 65.77 | |
| SRC+GENEvaluation protocol=translate-train2024.07 | 65.7 | |
| T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.07 | 65.68 | |
| T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.07 | 65.42 | |
| SRC+GENZero-shot=true2024.07 | 65.38 | |
| Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 65.16 | |
| Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.07 | 64.25 | |
| SRCEvaluation protocol=translate-train2024.07 | 64.17 | |
| SRCZero-shot=true2024.07 | 63.7 | |
| Tpl-div-kselection strategy=div-k, Zero-shot=true2024.07 | 63.13 | |
| GENZero-shot=true2024.07 | 62.28 | |
| GENEvaluation protocol=translate-train2024.07 | 61.13 |