Visual Reasoning on MHaluBench
70.6SRCCREVEALER
Evaluation results
| Method | Links | |
|---|---|---|
| REVEALERtime=1.6s2025.12 | 70.6 | |
| Q-Insighttime=4.1s2025.12 | 67.9 | |
| Chain-of-Focustime=7.3s2025.12 | 67.3 | |
| Vision-R1time=6.8s2025.12 | 66.2 | |
| ViLaSRtime=5.7s2025.12 | 65.4 |
| Method | Links | |
|---|---|---|
| REVEALERtime=1.6s2025.12 | 70.6 | |
| Q-Insighttime=4.1s2025.12 | 67.9 | |
| Chain-of-Focustime=7.3s2025.12 | 67.3 | |
| Vision-R1time=6.8s2025.12 | 66.2 | |
| ViLaSRtime=5.7s2025.12 | 65.4 |