Visual Reasoning on RichHF
70.8SRCCREVEALER
Evaluation results
| Method | Links | |
|---|---|---|
| REVEALERtime=1.3s2025.12 | 70.8 | |
| Q-Insighttime=4.5s2025.12 | 67.4 | |
| Chain-of-Focustime=5.9s2025.12 | 65.1 | |
| Vision-R1time=5.9s2025.12 | 64.7 | |
| ViLaSRtime=6.5s2025.12 | 64.2 |
| Method | Links | |
|---|---|---|
| REVEALERtime=1.3s2025.12 | 70.8 | |
| Q-Insighttime=4.5s2025.12 | 67.4 | |
| Chain-of-Focustime=5.9s2025.12 | 65.1 | |
| Vision-R1time=5.9s2025.12 | 64.7 | |
| ViLaSRtime=6.5s2025.12 | 64.2 |