Abductive Reasoning on FB15k-237 (test)
85.51pEncoder-Decoder + RLF-KG
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Encoder-Decoder + RLF-KGArchitecture=Encoder-Decoder, RLF-KG=true2023.12 | 85.5 | 71.1 | 66.1 | 59.5 | 71.5 | 60.8 | 77.6 | 69.8 | 67 | 53 | 61.7 | 59 | 63.7 | 66.6 | |
| Decoder-Only + RLF-KGArchitecture=Decoder-Only, RLF-KG=true2023.12 | 78.9 | 68.1 | 65.6 | 60.5 | 68.3 | 60 | 81.7 | 67.2 | 67.2 | 56 | 62.7 | 59.6 | 62.6 | 66 | |
| Decoder-OnlyArchitecture=Decoder-Only, RLF-KG=false2023.12 | 66.6 | 64.3 | 59.3 | 55.4 | 61.2 | 53.3 | 80.7 | 63.8 | 58.8 | 50.3 | 54.9 | 55.9 | 56.4 | 60.1 | |
| Encoder-DecoderArchitecture=Encoder-Decoder, RLF-KG=false2023.12 | 62.6 | 61.7 | 55.1 | 51.3 | 57.6 | 49.3 | 81.8 | 61.3 | 53.2 | 45.1 | 49.9 | 52.9 | 53.3 | 56.5 |