Long-form Factuality Verification on FactScore
65.41Precision@1DiVA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DiVAModel=Qwen3-4B-Inst2026.01 | 65.41 | 47.59 | |
| TokURuncertainty_type=AU2025.05 | 61.53 | — | |
| FactScoreModel=GPT-42026.01 | 60.62 | 45 | |
| AG-VerifierModel=Qwen3-4B-Inst2026.01 | 60.51 | 41.4 | |
| TokURuncertainty_type=TU2025.05 | 60.35 | — | |
| DiVAModel=Qwen2.5-7B-Inst2026.01 | 59.75 | 38.36 | |
| CoTmode=Lower-Bound2025.05 | 52.43 | — | |
| AG-VerifierModel=Qwen2.5-7B-Inst2026.01 | 46.25 | 25.83 | |
| TokURuncertainty_type=EU2025.05 | 45.26 | — | |
| LL2025.05 | 45.03 | — | |
| DeepConf2025.05 | 41.96 | — | |
| PE2025.05 | 41.86 | — | |
| G-VerifierModel=Qwen3-4B-Inst2026.01 | 41.79 | 9.45 | |
| Self-Certainty2025.05 | 40.1 | — | |
| G-VerifierModel=Qwen2.5-7B-Inst2026.01 | 33.12 | 5.83 |