Multimodal Understanding on MathVista (Multi-Choice, Free-Form)
80.56Accuracy (Multi-Choice)Bagel+UniCot
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Bagel+UniCot2026.05 | 80.56 | 64.13 | 73 | |
| Bagel+LatentUMM2026.05 | 80.37 | 65.65 | 73.6 | |
| BagelParams=14B2026.05 | 80.19 | 61.52 | 71.3 | |
| Bagel+RecA2026.05 | 79.81 | 64.57 | 72.6 | |
| Bagel+SFT2026.05 | 79.63 | 65.43 | 73.1 | |
| Bagel+UniGame2026.05 | 79.6 | 63.48 | 72.7 | |
| Omnigen2Params=7B2026.05 | 71.67 | 53.91 | 63.5 | |
| Show-O2Params=7B2026.05 | 63.52 | 37.39 | 51.5 | |
| Emu3Params=8B2026.05 | 57.59 | 30 | 44.9 | |
| Show-O2Params=1.5B2026.05 | 53.33 | 19.78 | 37.9 | |
| Janus ProParams=7B2026.05 | 51.3 | 32.83 | 42.8 | |
| Show-OParams=1.3B2026.05 | 44.07 | 11.3 | 29 | |
| Emu3.5Params=34B2026.05 | 41.67 | 17.61 | 30.2 | |
| Janus FlowParams=1.3B2026.05 | 39.07 | 29.78 | 34.8 | |
| MMaDAParams=8B2026.05 | 38.7 | 8.7 | 24.9 | |
| JanusParams=1.3B2026.05 | 35.37 | 16.3 | 26.6 |