ML Research Wiki / Benchmarks / KG-to-Text Generation / EventNarrative

EventNarrative

KG-to-Text Generation Benchmark

Performance Over Time

📊 Showing 8 results | 📏 Metric: BLEU

Top Performing Models

Rank Model Paper BLEU Date Code
1 GAP - Me,r+γ GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation 35.08 2022-04-13 📦 acolas1/GAP_COLING2022
2 GAP - Me,re GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation 34.02 2022-04-13 📦 acolas1/GAP_COLING2022
3 BART EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation 31.38 2021-10-30 📦 acolas1/EventNarrative
4 BART GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation 31.38 2022-04-13 📦 acolas1/GAP_COLING2022
5 JointGT GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation 31.19 2022-04-13 📦 acolas1/GAP_COLING2022
6 GraphWriter EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation 30.78 2021-10-30 📦 acolas1/EventNarrative
7 T5 EventNarrative: A large-scale Event-centric Dataset for Knowledge Graph-to-Text Generation 12.80 2021-10-30 📦 acolas1/EventNarrative
8 T5 GAP: A Graph-aware Language Model Framework for Knowledge Graph-to-Text Generation 12.80 2022-04-13 📦 acolas1/GAP_COLING2022

All Papers (8)

acolas1/GAP_COLING2022
acolas1/GAP_COLING2022
acolas1/EventNarrative
acolas1/GAP_COLING2022
acolas1/GAP_COLING2022
acolas1/EventNarrative
acolas1/EventNarrative
acolas1/GAP_COLING2022