| Paper | Code | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|
| Vero: An Open RL Recipe for General Visual Reasoning | ✓ Link | 95.5 | Vero-Qwen3.5-9B | 2026-04-06 |
| Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models | ✓ Link | 91.2 | Molmo 72B | 2024-09-25 |
| Generation as Auxiliary Supervision: Enhancing Visual Understanding at Zero Inference Overhead via Decoupled Embedding Prediction | 90.8 | GAS (4B) | 2026-08-12 | |
| Skill-Decoupled On-Policy Expert Distillation for Unified Vision-Language Models | ✓ Link | 90.43 | SCOPED-8B (extra data) | 2026-10-15 |