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13 May 2025

Paper summary

Paper summary: Seed1.5-VL Technical Report

ByteDance's Seed1.5-VL pairs a 532M vision encoder with a 20B-active MoE LLM and reports state of the art on 38 of 60 public benchmarks, plus strong GUI-control and gameplay agent results.

  • A compact design (532M vision encoder plus 20B active parameters) reports state of the art on 38 of 60 public benchmarks.
  • On agent tasks like GUI control and gameplay, it's reported to beat OpenAI CUA and Claude 3.7.

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