SOTA Visual Perception on HallusionBench and PapersWithCode

71.08Accuracy

VL-Rethinker

Updated 1mo ago

Evaluation Results

Method	Links
VL-Rethinker 2026.04		71.08
SCF-VR 2026.04		68.63
Laser 2026.04		67.72
DMLR 2026.04		65.8
ICoT 2026.04		65.5
LVR 2026.04		65.19
CCoT 2026.04		64.9
NoisyRollout-3B 2026.06		63.85
Vision-R1 2026.04		63.83
Multimodal CoT 2026.04		63.6
DeepEyes 2026.04		62.57
PAPO-DAPO-3B 2026.06		62.36
R1-ShareVL 2026.06		61.41
Qwen2.5-VL-3B-Instruct 2026.06		60.88
Qwen2.5-VL-3B-Instruct + VEPO 2026.06		60.46
Qwen2.5-VL-3B-Instruct + GRPO (Top 40% high entropy) 2026.06		59.73
Qwen2.5-VL-3B-Instruct + GRPO 2026.06		59.52
Qwen2.5-VL-3B-Instruct + GRPO (Top 20% high entropy) 2026.06		59.2
VPPO-3B 2026.06		58.46
PAPO 2026.04		57.52
Qwen2.5-VL-7B 2026.04		56.57
Monet 2026.04		56.36
InternVL3.5-8B 2026.04		56.15
LLaVA-OneVision 2026.04		51.1