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Motion Understanding on Daily

81.1AccuracyNVILA-Video-8B
60.61265.93171.2576.569Dec 11, 2025

Evaluation results

MethodLinks
NVILA-Video-8BMode=Fine-tuned, Data=FoundationMotion2025.1281.1
Qwen-2.5-VL-72BMode=Zero-shot2025.1280.2
NVILA-Video-8BMode=Zero-shot2025.1279.1
NVILA-Video-15BMode=Fine-tuned, Data=FoundationMotion2025.1278.6
NVILA-Video-15BMode=Fine-tuned, Data=PLM 467k2025.1277.1
NVILA-Video-15BMode=Zero-shot2025.1276.2
Gemini-2.5-FlashMode=Zero-shot2025.1275.4
NVILA-Video-8BMode=Fine-tuned, Data=PLM 467k2025.1275
Qwen-2.5-VL-7BMode=Fine-tuned, Data=FoundationMotion2025.1273.1
Qwen-2.5-VL-7BMode=Zero-shot2025.1261.4