IQ-style Reasoning on MM-IQ
29.1Math ScoreLLaVA-OneVision-Qwen2-7B
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| LLaVA-OneVision-Qwen2-7BParameters=7B2026.01 | 29.1 | 23.5 | 25 | |
| Ours (SFT)Training=SFT2026.01 | 27.4 | 24.6 | 23 | |
| Janus-Pro-7BParameters=7B2026.01 | 26.5 | 19.6 | 22.7 | |
| Ours (RL)Training=RL2026.01 | 26.3 | 25.9 | 26.5 | |
| MM-EurekaQwen-7BParameters=7B2026.01 | 25.1 | 23.7 | 24.9 | |
| Qwen2.5-VL-7B-InstructParameters=7B, Variant=Instruct2026.01 | 24.5 | 24.4 | 25.2 | |
| Thyme2026.01 | 24.1 | 20.6 | 23 | |
| InternVL2.5-8BParameters=8B2026.01 | 22.1 | 22.4 | 21.1 | |
| R1-onevision-RLTraining=RL2026.01 | 22.1 | 22.4 | 21.1 |