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ResearchFormerly WizWand

Motion Understanding on Robotics

38.2AccuracyNVILA-Video-8B
19.68824.49429.334.106Dec 11, 2025
Updated 8mo ago

Evaluation results

MethodLinks
NVILA-Video-8BMode=Fine-tuned, Data=FoundationMotion2025.1238.2
Qwen-2.5-VL-72BMode=Zero-shot2025.1236.7
NVILA-Video-15BMode=Fine-tuned, Data=FoundationMotion2025.1236.3
Gemini-2.5-FlashMode=Zero-shot2025.1236.1
Qwen-2.5-VL-7BMode=Fine-tuned, Data=FoundationMotion2025.1232.5
Qwen-2.5-VL-7BMode=Zero-shot2025.1228.3
NVILA-Video-15BMode=Fine-tuned, Data=PLM 467k2025.1227.4
NVILA-Video-8BMode=Fine-tuned, Data=PLM 467k2025.1226.5
NVILA-Video-15BMode=Zero-shot2025.1221.4
NVILA-Video-8BMode=Zero-shot2025.1220.4