Visual Mathematical Reasoning on MathVerse mini Vision Only
48.6Avg@3 ScoreADORA
Evaluation results
| Method | Links | |
|---|---|---|
| ADORABackbone=Qwen2.5-VL-7B, RL Algorithm=GRPO + ADORA2026.02 | 48.6 | |
| MM-EUREKA-7B2026.02 | 48.3 | |
| Gemini2-flash2026.02 | 47.8 | |
| Claude 3.7-Sonnet2026.02 | 46.7 | |
| Vision-R1-7B2026.02 | 46.7 | |
| MMR1-math-v02026.02 | 45.1 | |
| GRPOBackbone=Qwen2.5-VL-7B, RL Algorithm=GRPO2026.02 | 44.1 | |
| Qwen2.5-VL-7BRL Algorithm=None2026.02 | 40.2 | |
| ADORABackbone=Internvl3-2b, RL Algorithm=GRPO + ADORA2026.02 | 34.9 | |
| GRPOBackbone=Internvl3-2b, RL Algorithm=GRPO2026.02 | 30.7 | |
| Internvl3-2bRL Algorithm=None2026.02 | 25.3 | |
| ADORABackbone=Gemma3-4b-it, RL Algorithm=GRPO + ADORA2026.02 | 14.5 | |
| GRPOBackbone=Gemma3-4b-it, RL Algorithm=GRPO2026.02 | 13.6 | |
| Gemma3-4b-itRL Algorithm=None2026.02 | 13.5 |