ZeroGen (T5-base)

Reported on 4 benchmarks across 2 tasks · 1 paper · 4 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing4 results

Knowledge DistillationonSQuAD
Exact Match· 2022-02-16
69.4
best: 75.2 (GOLD (T5-base))
SOTA
ZeroGen: Efficient Zero-shot Learning via Dataset Generation arXiv:2202.07922
Knowledge DistillationonQNLI
Accuracy· 2022-02-16
88.5
best: 91.7 (GOLD (T5-base))
SOTA
ZeroGen: Efficient Zero-shot Learning via Dataset Generation arXiv:2202.07922
Data-free Knowledge DistillationonSQuAD
Exact Match· 2022-02-16
69.4
best: 75.2 (GOLD (T5-base))
SOTA
ZeroGen: Efficient Zero-shot Learning via Dataset Generation arXiv:2202.07922
Data-free Knowledge DistillationonQNLI
Accuracy· 2022-02-16
88.5
best: 91.7 (GOLD (T5-base))
SOTA
ZeroGen: Efficient Zero-shot Learning via Dataset Generation arXiv:2202.07922