Linguistic Probing on SentEval
69.5BShiftSkipThought
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| SkipThoughtEvaluation Protocol=logistic regression2019.03 | 69.5 | 69 | 39.6 | 83.2 | 86.2 | 54.5 | 90.3 | 82.1 | 79.6 | 72.7 | |
| DiscoveryBigEvaluation Protocol=logistic regression, Variant=Big2019.03 | 63.3 | 71.4 | 46 | 84.1 | 87.8 | 57.1 | 89.4 | 84.2 | 96 | 75.5 | |
| DiscoveryBaseEvaluation Protocol=logistic regression, Variant=Base2019.03 | 63.1 | 70.6 | 45.2 | 83.8 | 87.2 | 57.3 | 89.1 | 83.2 | 94.7 | 74.9 | |
| DiscoveryHardEvaluation Protocol=logistic regression, Variant=Hard2019.03 | 62.7 | 70.4 | 44.5 | 83.4 | 88.1 | 57.3 | 89.5 | 82.8 | 94.1 | 74.8 | |
| DiscoveryShuffledEvaluation Protocol=logistic regression, Variant=Shuffled2019.03 | 62.6 | 71.4 | 45.3 | 84.3 | 88 | 58.3 | 89.3 | 82.8 | 93.4 | 75 | |
| DiscoveryAdvEvaluation Protocol=logistic regression, Variant=Adversarial2019.03 | 61.5 | 70 | 43.9 | 82.6 | 86.2 | 56.2 | 89.1 | 82.8 | 96.1 | 74.3 | |
| Discovery 10Evaluation Protocol=logistic regression, Variant=10 markers2019.03 | 61.3 | 69.7 | 42.9 | 81.8 | 86.7 | 55.8 | 87.8 | 81.4 | 96.1 | 73.7 | |
| QuickThoughtEvaluation Protocol=logistic regression2019.03 | 56.8 | 70 | 40.2 | 79.7 | 83 | 55.3 | 86.2 | 80.7 | 90.3 | 71.4 | |
| InferSentEvaluation Protocol=logistic regression2019.03 | 56.5 | 65.9 | 37.5 | 79.9 | 84.3 | 53.2 | 87 | 78.1 | 95.2 | 70.8 |