DeepSeek adds vision for agents: every image costs at most 384 tokens
V4-Flash-Vision-Exp adds image processing while preserving text performance. On the company's own benchmarks it comes close to Opus 4.8.
Models
Multimodal models
New benchmark: AI models still cannot see properly
Moonshot AI's PerceptionBench isolates the visual perception of multimodal models from reasoning. None of the 16 frontier models tested reached 60 percent accuracy.
Research