Natural Language Inference on XNLI Sw (dev)
65.68AccuracyTpl-div-k
Evaluation Results
| Method | Links | |
|---|---|---|
| Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.07 | 65.68 | |
| T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.07 | 64.44 | |
| Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.07 | 64.38 | |
| Tpl-div-kselection strategy=div-k, Zero-shot=true2024.07 | 63.88 | |
| Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.07 | 63.88 | |
| T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.07 | 63.82 | |
| T-top-kselection strategy=top-k, Zero-shot=true2024.07 | 63.74 | |
| SRC+GENEvaluation protocol=translate-train2024.07 | 63.52 | |
| SRC+GENZero-shot=true2024.07 | 63.34 | |
| Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 63.24 | |
| T-div-kselection strategy=div-k, Zero-shot=true2024.07 | 62.69 | |
| Tpl-top-kselection strategy=top-k, Zero-shot=true2024.07 | 62.11 | |
| T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.07 | 62.11 | |
| T-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 61.67 | |
| SRCEvaluation protocol=translate-train2024.07 | 59.16 | |
| SRCZero-shot=true2024.07 | 57.63 | |
| GENEvaluation protocol=translate-train2024.07 | 56.71 | |
| GENZero-shot=true2024.07 | 56.02 |