Evidence-RL: Towards Evidence-intensive Visual Reasoning

Benchmark Model Rank Results
multimodal-reasoning-on-mathvistaEvidence-RL (Qwen3.5-9B)–Accuracy: 83.75
multimodal-reasoning-on-mmmuEvidence-RL (Qwen3.5-9B)–Accuracy: 75.67
object-counting-on-countbenchEvidence-RL (Qwen3-VL-8B)–Accuracy: 95.92