Veracity Prediction on RAWFC (test)
62PrecisionRAFTS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| RAFTSReproduced=false2025.05 | 62 | 52 | 57 | |
| L-Defense (ChatGPT)Backbone=ChatGPT, Reproduced=false2025.05 | 61 | 61 | 61 | |
| L-Defense (Llama2)Backbone=Llama2, Reproduced=false2025.05 | 61 | 60 | 60 | |
| FactLLaMAReproduced=false2025.05 | 56 | 55 | 55 | |
| L-Defense (Reproduced)Reproduced=true2025.05 | 56 | 56 | 56 | |
| HiSSLearning Paradigm=Few-shot, Backbone=GPT3.5, Use Search Engines=true2023.09 | 53.4 | 54.4 | 53.9 | |
| CofCEDLearning Paradigm=Fully Supervised2023.09 | 53 | 51 | 52 | |
| HiSSReproduced=false2025.05 | 53 | 54 | 53 | |
| CofCED2022.09 | 52.99 | 50.99 | 51.07 | |
| ReActLearning Paradigm=Few-shot, Backbone=GPT3.52023.09 | 51.2 | 48.5 | 49.8 | |
| SBERTLearning Paradigm=Fully Supervised, Use Search Engines=true2023.09 | 51.1 | 46 | 48.4 | |
| SBERT-FC2022.09 | 51.06 | 45.92 | 45.51 | |
| Standard PromptLearning Paradigm=Few-shot, Backbone=GPT3.52023.09 | 48.5 | 48.5 | 48.5 | |
| Search-Augmented CoTLearning Paradigm=Few-shot, Backbone=GPT3.5, Use Search Engines=true2023.09 | 47.2 | 51.4 | 49.2 | |
| SentHANLearning Paradigm=Fully Supervised, Use Search Engines=true2023.09 | 45.7 | 45.5 | 45.6 | |
| SentHAN2022.09 | 45.66 | 45.54 | 44.25 | |
| GenFE-MTlearning_setup=multi-task2022.09 | 45.64 | 45.27 | 45.08 | |
| dEFEND2022.09 | 44.93 | 43.26 | 44.07 | |
| GenFELearning Paradigm=Fully Supervised, Use Gold Evidence=true2023.09 | 44.3 | 44.8 | 44.5 | |
| GenFElearning_setup=single-task2022.09 | 44.29 | 44.74 | 44.43 | |
| DeClarELearning Paradigm=Fully Supervised, Use Search Engines=true2023.09 | 43.4 | 43.5 | 43.4 | |
| DeClarE2022.09 | 43.39 | 43.52 | 42.18 | |
| Vanilla CoTLearning Paradigm=Few-shot, Backbone=GPT3.52023.09 | 42.4 | 46.6 | 44.4 | |
| RNNLearning Paradigm=Fully Supervised2023.09 | 41.4 | 42.1 | 41.7 | |
| RNN2022.09 | 41.35 | 42.09 | 40.39 | |
| CNN2022.09 | 38.8 | 38.5 | 38.59 | |
| CNNLearning Paradigm=Fully Supervised2023.09 | 38.8 | 38.5 | 38.6 | |
| SVM2022.09 | 32.33 | 32.51 | 31.71 |