Natural Language Inference on XNLI Hi (test)
71.65AccuracyT-div-k
Evaluation Results
| Method | Links | |
|---|---|---|
| T-div-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=div-k2024.07 | 71.65 | |
| T-top-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=top-k2024.07 | 71.41 | |
| Tpl-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 71.19 | |
| T-rand-kEvaluation protocol=translate-train, Supervision type=teacher soft pseudolabels, Data selection strategy=rand-k2024.07 | 71.12 | |
| Tpl-rand-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=rand-k2024.07 | 71.12 | |
| Tpl-div-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=div-k2024.07 | 70.88 | |
| Tpl-top-kEvaluation protocol=translate-train, Supervision type=hard prompt labels, Data selection strategy=top-k2024.07 | 70.39 | |
| SRC+GENZero-shot=true2024.07 | 70.2 | |
| Tpl-div-kselection strategy=div-k, Zero-shot=true2024.07 | 69.89 | |
| Tpl-top-kselection strategy=top-k, Zero-shot=true2024.07 | 69.86 | |
| T-top-kselection strategy=top-k, Zero-shot=true2024.07 | 69.81 | |
| T-div-kselection strategy=div-k, Zero-shot=true2024.07 | 69.65 | |
| SRC+GENEvaluation protocol=translate-train2024.07 | 69.29 | |
| SRCEvaluation protocol=translate-train2024.07 | 67.72 | |
| T-rand-kselection strategy=rand-k, Zero-shot=true2024.07 | 67.68 | |
| SRCZero-shot=true2024.07 | 64.61 | |
| GENZero-shot=true2024.07 | 62.06 | |
| GENEvaluation protocol=translate-train2024.07 | 60.66 |