Multimodal Reasoning on MMVP (test)
0.118UPROpenVLThinker
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OpenVLThinkerMode=Vanilla2025.12 | 0.118 | 0.507 | |
| Ocean-R1Mode=Vanilla2025.12 | 0.082 | 0.413 | |
| MM-EurekaMode=Vanilla2025.12 | 0.069 | 0.307 | |
| MM-Eureka + self-reflection procedureMode=Self-reflection2025.12 | 0.031 | 0.373 | |
| OpenVLThinker + self-reflection procedureMode=Self-reflection2025.12 | 0.023 | 0.477 | |
| Ocean-R1 + self-reflection procedureMode=Self-reflection2025.12 | 0.014 | 0.417 |