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ResearchFormerly WizWand

Veracity Prediction on RAWFC (test)

62PrecisionRAFTS
31.143239.154147.16555.1759Sep 29, 2022Mar 8, 2023Aug 16, 2023Jan 24, 2024Jul 3, 2024Dec 11, 2024May 21, 2025
Updated 8mo ago

Evaluation results

MethodLinks
RAFTSReproduced=false2025.05625257
L-Defense (ChatGPT)Backbone=ChatGPT, Reproduced=false2025.05616161
L-Defense (Llama2)Backbone=Llama2, Reproduced=false2025.05616060
FactLLaMAReproduced=false2025.05565555
L-Defense (Reproduced)Reproduced=true2025.05565656
HiSSLearning Paradigm=Few-shot, Backbone=GPT3.5, Use Search Engines=true2023.0953.454.453.9
CofCEDLearning Paradigm=Fully Supervised2023.09535152
HiSSReproduced=false2025.05535453
CofCED2022.0952.9950.9951.07
ReActLearning Paradigm=Few-shot, Backbone=GPT3.52023.0951.248.549.8
SBERTLearning Paradigm=Fully Supervised, Use Search Engines=true2023.0951.14648.4
SBERT-FC2022.0951.0645.9245.51
Standard PromptLearning Paradigm=Few-shot, Backbone=GPT3.52023.0948.548.548.5
Search-Augmented CoTLearning Paradigm=Few-shot, Backbone=GPT3.5, Use Search Engines=true2023.0947.251.449.2
SentHANLearning Paradigm=Fully Supervised, Use Search Engines=true2023.0945.745.545.6
SentHAN2022.0945.6645.5444.25
GenFE-MTlearning_setup=multi-task2022.0945.6445.2745.08
dEFEND2022.0944.9343.2644.07
GenFELearning Paradigm=Fully Supervised, Use Gold Evidence=true2023.0944.344.844.5
GenFElearning_setup=single-task2022.0944.2944.7444.43
DeClarELearning Paradigm=Fully Supervised, Use Search Engines=true2023.0943.443.543.4
DeClarE2022.0943.3943.5242.18
Vanilla CoTLearning Paradigm=Few-shot, Backbone=GPT3.52023.0942.446.644.4
RNNLearning Paradigm=Fully Supervised2023.0941.442.141.7
RNN2022.0941.3542.0940.39
CNN2022.0938.838.538.59
CNNLearning Paradigm=Fully Supervised2023.0938.838.538.6
SVM2022.0932.3332.5131.71