Multimodal Understanding on MMVet (Pass@1)
74.94Pass@1PeBR-R1-7B
Evaluation results
| Method | Links | |
|---|---|---|
| PeBR-R1-7B2025.12 | 74.94 | |
| PeRL-VLBackbone=Qwen2.5-VL-7B-Instruct2025.12 | 72.22 | |
| RL (Conditional Hard Gate)gamma=0, Backbone=Qwen2.5-VL-7B-Instruct2025.12 | 71.27 | |
| SelfRewarded-R1-7B2025.12 | 71.1 | |
| RL (Verifiable Rewards)gamma=1, Backbone=Qwen2.5-VL-7B-Instruct2025.12 | 70.87 | |
| ThinkLite7B2025.12 | 69.72 | |
| R1ShareVL7B2025.12 | 69.61 | |
| VL Cogito2025.12 | 69.15 | |
| Base (Qwen2.5-VL-7B-Instruct)Backbone=Qwen2.5-VL-7B-Instruct2025.12 | 67.45 |