GTS

Reported on 7 benchmarks across 6 tasks · 1 paper · 3 SOTA

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

Natural Language Processing4 results

Sentiment AnalysisonRes14
Precision· 2020-10-09
67.3
SOTA
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction arXiv:2010.04640
Sentiment AnalysisonASTE-Data-V2
F1· 2020-10-09
68.17
best: 75.59 (MiniConGTS)
SOTA
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction arXiv:2010.04640
Aspect-Based Sentiment Analysis (ABSA)onRes14
Precision· 2020-10-09
67.3
SOTA
Grid Tagging Scheme for Aspect-oriented Fine-grained Opinion Extraction arXiv:2010.04640
Question AnsweringonMath23K
Accuracy (5-fold)
74.3
best: 94.3 (GPT-4 (Teaching-Inspired))

Knowledge Base2 results

Mathematical Question AnsweringonMath23K
Accuracy (5-fold)
74.3
best: 94.3 (GPT-4 (Teaching-Inspired))
Mathematical ReasoningonMath23K
Accuracy (5-fold)
74.3
best: 94.3 (GPT-4 (Teaching-Inspired))

Reasoning1 result

Math Word Problem SolvingonMath23K
Accuracy (5-fold)
74.3
best: 94.3 (GPT-4 (Teaching-Inspired))