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Doubao 1.5 Thinking Vision Pro 250428

ByteDance Seed · 2025-05-13

Doubao 1.5 Thinking Vision Pro 250428 is Volcano Engine's hosted snapshot of ByteDance Seed's Seed1.5-VL vision-language model. It combines a vision encoder reported at 532M parameters, an MLP adapter, and a Mixture-of-Experts language model described as approximately 20B active parameters. It accepts text, image, and video input over a 131,072-token context and returns text, supporting visual understanding, multimodal reasoning, document understanding, and GUI control. Deep thinking is enabled by default but can be disabled per request. Its VLM pre-training stages used stated budgets of 16B, 3T, and 240B tokens after separate vision-encoder and language-model pre-training, so exact cumulative training exposure is not disclosed.

Benchmark scores

BenchmarkScore
OSWorld-Verified33.8
WorldVQA Accuracy34.9
WorldVQA Brands F-score32.3
WorldVQA Correct Given Attempted35.5
WorldVQA Culture F-score33.4
WorldVQA Entertainment F-score33.6
WorldVQA F-score35.2
WorldVQA Geography F-score36.1
WorldVQA Nature F-score41.4
WorldVQA Not Attempted1.6
WorldVQA Objects F-score32.8
WorldVQA Sports F-score43.7
WorldVQA Transportation F-score35.0
ZeroBench (Main questions, pass@1)2.0
ZeroBench (Subquestions, pass@1)30.8
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