Factuality Hallucination on LongFact benchmark leaderboard · SOTA2 Research

Factuality Hallucination on LongFact

23.5Facts ScoreNuggets

Evaluation Results

Method	Links
Nuggets2025.02		23.5	85.2	79.7	82.5
Nuggets2025.02		21.7	80.8	80.1	80.5
NOVA2025.02		21.5	88.1	82.5	85.3
CaR2025.02		21.1	83.4	79.2	81.3
CaR2025.02		20.8	81.2	81.3	81.3
NOVA2025.02		20.7	87.6	83.2	85.4
CaR2025.02		20.3	84.5	79.8	82.2
IFD2025.02		20.1	83.2	80.4	81.8
Nuggets2025.02		19.4	85.1	77.3	81.2
NOVA2025.02		19.4	89.6	83.7	86.7
CaR2025.02		19.3	84.2	80.4	82.3
NOVA2025.02		19.3	88.8	82.9	85.9
IFD2025.02		19.2	85.2	80.3	82.8
IFD2025.02		19.2	82.5	79.5	81
Nuggets2025.02		18.8	84.2	78.6	81.4
IFD2025.02		18.7	86.1	81.1	83.6
CaR2025.02		18.6	84.1	81.5	82.8
NOVA2025.02		18.6	89.6	83.5	86.6
NOVA2025.02		18.3	90.2	83.2	86.7
CaR2025.02		18.2	85.9	80.1	83
Nuggets2025.02		18.1	83.3	80	81.7
Nuggets2025.02		17.8	84.7	81	82.9
IFD2025.02		17.8	84.2	80.5	82.4
Vanilla2025.02		17.3	83.4	80.2	81.8
FLAME-DPO2025.02		16.9	87.8	82.7	85.3
Vanilla2025.02		16.6	84.3	78.2	81.3
IFD2025.02		16.5	85.2	81.2	83.2
SELF-EVAL2025.02		15.7	87	80.8	83.9
FLAME-DPO2025.02		14.8	86.7	81.2	84
SELF-EVAL2025.02		14.2	88.2	81.6	84.9