Fact Verification on FEVER 1.0 (test)
74.07Label AccuracyKGAT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| KGATEncoder Backbone=ROBERTa Large2019.10 | 74.07 | 70.38 | |
| KGATEncoder Backbone=BERT Large2019.10 | 73.61 | 70.24 | |
| KGATEncoder Backbone=BERT Base2019.10 | 72.81 | 69.4 | |
| SR-MRS2019.10 | 72.56 | 67.26 | |
| KGATEncoder Backbone=BERT Base, Retrieval Method=ESIM Retrieval2019.10 | 72.48 | 68.16 | |
| GATEncoder Backbone=BERT Base, Retrieval Method=ESIM Retrieval2019.10 | 72.03 | 67.56 | |
| BERT (Large)Encoder Backbone=BERT Large2019.10 | 71.86 | 69.66 | |
| GEAR2019.10 | 71.6 | 67.1 | |
| BERT Concat2019.10 | 71.01 | 65.64 | |
| BERT (Base)Encoder Backbone=BERT Base2019.10 | 70.67 | 68.5 | |
| BERT Pair2019.10 | 69.75 | 65.18 | |
| UNC NLP2019.10 | 68.21 | 64.21 | |
| UCL MRG2019.10 | 67.62 | 62.52 | |
| Athene2019.10 | 65.46 | 61.58 |