Abductive Reasoning on DBpedia50 (test)
0.8421p SuccessEncoder-Decoder + RLF-KG
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Encoder-Decoder + RLF-KGArchitecture=Encoder-Decoder, RLF-KG=true2023.12 | 0.842 | 0.768 | 0.636 | 0.639 | 0.86 | 0.667 | 0.714 | 0.758 | 0.699 | 0.661 | 0.775 | 0.716 | 0.769 | 0.731 | |
| Decoder-Only + RLF-KGArchitecture=Decoder-Only, RLF-KG=true2023.12 | 0.777 | 0.701 | 0.47 | 0.475 | 0.821 | 0.534 | 0.646 | 0.702 | 0.626 | 0.575 | 0.696 | 0.626 | 0.713 | 0.643 | |
| Decoder-OnlyArchitecture=Decoder-Only, RLF-KG=false2023.12 | 0.739 | 0.692 | 0.426 | 0.434 | 0.771 | 0.527 | 0.654 | 0.688 | 0.602 | 0.563 | 0.663 | 0.64 | 0.701 | 0.623 | |
| Encoder-DecoderArchitecture=Encoder-Decoder, RLF-KG=false2023.12 | 0.706 | 0.657 | 0.551 | 0.57 | 0.72 | 0.583 | 0.632 | 0.636 | 0.602 | 0.572 | 0.668 | 0.625 | 0.636 | 0.627 |