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Real-world perception-centric reasoning on HRBench 4K (test)

80.25AccuracyGLM-9B-DeltaThinker
59.34664.77370.275.627May 15, 2026

Evaluation results

MethodLinks
GLM-9B-DeltaThinkerAlgorithm=DeltaPrompts2026.0580.25
Qwen-8B-DeltaThinkerAlgorithm=DeltaPrompts2026.0577.25
Vision-R1-7B2026.0575.38
GLM-4.1V-9B-Thinking2026.0573.75
Qwen3-VL-8B-Thinking2026.0572.22
ARES-RL-7B2026.0572.13
REVisual-R12026.0571.88
Bee-8B-RL2026.0560.15