Unverified50% confidenceFactExact time
Moderate hardware perturbations alone can cost VLA models about 18 percentage points in success rate.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn the LIBERO-RIG evaluation, the aggregate success rate of VLA models dropped from a baseline of 0.932 to 0.767 at moderate severity, and further fell to 0.509 at the highest severity.70% similarUnverifiedAccording to research by the International Renewable Energy Agency (IRENA), every order-of-magnitude improvement in forecast accuracy can reduce system reserve capacity requirements by approximately 10%–20%.66% similarUnverifiedThe 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%.66% similarUnverifiedAn EMNLP study found that 4-bit models suffer an average retrieval loss of 23% at 128,000 tokens, with 70B LLaMA losing one-third of its score while QWEN of the same scale loses almost none.66% similarUnverified业界顶级集群的MFU（Model FLOPS Utilization）通常在35%-60%之间，主要取决于通信拓扑设计、容错调度和系统软件栈的成熟度66% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1027439API
curl https://kongchang.com/api/v1/knowledge/claims/1027439MCP
get_claim(id=1027439)