MindView benchmark tests generative multi-view spatial intelligence
Fine-tuning BAGEL on MindView raises its overall score by 24.3 points and improves all seven tasks.
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Fine-tuning BAGEL on MindView raises its overall score by 24.3 points and improves all seven tasks.
MJev-Spatial classifies spatial answers on Qwen3.5-4B without decoding tokens, topping twelve benchmarks and running much faster.

AMD acquires Fei-Fei Li's world-model startup World Labs for $8.2 billion in stock, hiring Li as Chief Scientist to challenge Nvidia.
AMD is buying World Labs for $8.2 billion, while Anthropic launched Claude Sonnet 5.5.

World model startups AMI Labs and World Labs are staying quiet on product plans, commercializing slowly despite heavy funding and industry buzz.

World model startups like Yann LeCun's AMI Labs and Fei-Fei Li's World Labs keep product plans secret amid easy funding and looming competition.
VA-Bench evaluates whether MLLMs can complete embodied observe-reason-act-revise loops; the best model achieves only 53.93% macro-average task success.
Researchers release SpatialBlock-15k, a synthetic block-stacking dataset that improves 3D spatial reasoning in large vision-language models without dense geometric annotations.
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