Unverified50% confidenceBenchmarkExact time
4 of the LoRAs scored lower than the no-LoRA control group, actually causing less motion in the image.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/17/2026
First Seen
Valid until: 12/16/2026
Sources
Related Entities
Related Claims
UnverifiedThe LoRA baseline used for comparison in the paper uses rank 19 with 6.6 million parameters, achieving a correction rate of 83.3%, but exhibited capability loss of 30% to 75%.67% similarUnverifiedLoRA微调只需训练不到1%的参数即可达到接近全参微调的效果，显存需求大幅降低至单张消费级显卡可承受范围65% similarUnverifiedLoRA等参数高效微调技术可将显存需求降低60%以上64% similarUnverifiedThe overall effect of all LoRAs relative to base motion ranged only from −3% to +18%, making them subtle modifiers.63% similar
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