Real-world perception-centric reasoning on RealWorldQA (test)
77.04AccuracyGLM-9B-DeltaThinker
Evaluation results
| Method | Links | |
|---|---|---|
| GLM-9B-DeltaThinkerAlgorithm=DeltaPrompts2026.05 | 77.04 | |
| Qwen-8B-DeltaThinkerAlgorithm=DeltaPrompts2026.05 | 75.82 | |
| Qwen3-VL-8B-Thinking2026.05 | 73.07 | |
| GLM-4.1V-9B-Thinking2026.05 | 72.19 | |
| Bee-8B-RL2026.05 | 72.03 | |
| Vision-R1-7B2026.05 | 67.58 | |
| ARES-RL-7B2026.05 | 66.67 | |
| REVisual-R12026.05 | 64.36 |