ML Research Wiki / Benchmarks / AMR Graph Similarity / Benchmark for AMR Metrics based on Overt Objectives

Benchmark for AMR Metrics based on Overt Objectives

AMR Graph Similarity Benchmark

Performance Over Time

šŸ“Š Showing 7 results | šŸ“ Metric: Pearsonā€™s Ļ (amean)

Top Performing Models

Rank Model Paper Pearsonā€™s Ļ (amean) Date Code
1 WWLKĪ˜ Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity 54.90 2021-08-26 -
2 S2MATCH Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity 52.22 2021-08-26 -
3 SMATCH Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity 51.28 2021-08-26 -
4 WLK Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity 50.44 2021-08-26 -
5 SEMA Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity 46.29 2021-08-26 -
6 SEMBLEU, k=4 Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity 46.15 2021-08-26 -
7 WWLK Weisfeiler-Leman in the BAMBOO: Novel AMR Graph Metrics and a Benchmark for AMR Graph Similarity 45.30 2021-08-26 -

All Papers (7)