End-to-End Long Document Summarization using Gradient Caching

Benchmark Model Rank Results
long-form-narrative-summarization-on-mensaCachED (BART Large)–BERTScore (F1): 64.6
long-form-narrative-summarization-on-mensaSLED (BART Large)–BERTScore (F1): 58.3
long-form-narrative-summarization-on-mensaUnlimiformer (BART Base)–BERTScore (F1): 58.7
long-form-narrative-summarization-on-mensaZero-Shot (GPT-4o)–BERTScore (F1): 52.8