Generative Hallucination Evaluation on AMBER (test)
7.9CHAIR ScoreSID
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| SIDModel=R1-Onevision2026.05 | 7.9 | 64.7 | 39.1 | 2.1 | |
| VCDModel=R1-Onevision2026.05 | 7.8 | 63.9 | 40.4 | 2 | |
| RLAIF-VModel=R1-Onevision2026.05 | 6.8 | 64.4 | 36.8 | 2.4 | |
| VanillaModel=R1-Onevision2026.05 | 6.6 | 63.7 | 35.6 | 2.1 | |
| OPA-DPOModel=R1-Onevision2026.05 | 6.6 | 62.9 | 32.8 | 1.8 | |
| OPA-DPOModel=MM-Eureka2026.05 | 5.1 | 57.5 | 21.5 | 1.6 | |
| VCDModel=MM-Eureka2026.05 | 4.8 | 61.5 | 24.3 | 1.4 | |
| SIDModel=MM-Eureka2026.05 | 4.6 | 60.7 | 23.7 | 1.1 | |
| VCDModel=ThinkLite-VL2026.05 | 4.6 | 58.1 | 20.2 | 1 | |
| OPA-DPOModel=ThinkLite-VL2026.05 | 4.6 | 61.5 | 25.2 | 1.8 | |
| RC-DPOModel=R1-Onevision2026.05 | 4.4 | 59.5 | 20.8 | 1.2 | |
| SIDModel=ThinkLite-VL2026.05 | 4.4 | 57.8 | 19.8 | 1 | |
| RLAIF-VModel=ThinkLite-VL2026.05 | 4.4 | 57.9 | 21.6 | 1.5 | |
| RLAIF-VModel=MM-Eureka2026.05 | 4.1 | 56 | 18 | 1.1 | |
| VanillaModel=MM-Eureka2026.05 | 4 | 59.3 | 21.2 | 1.2 | |
| VanillaModel=ThinkLite-VL2026.05 | 4 | 58.3 | 18.3 | 1 | |
| RC-DPOModel=MM-Eureka2026.05 | 3.9 | 56.2 | 16.2 | 1 | |
| RC-DPOModel=ThinkLite-VL2026.05 | 3.8 | 56.8 | 15.2 | 1 |