Unverified50% confidenceBenchmarkExact time
Under controlled RGB-T corruption simulation, PG-FM maintains performance on clean datasets while improving mAP50 under corruption conditions by up to 20.8 points on the FLIR dataset and up to 19.9 points on the KAIST dataset.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
11/2/2026
First Seen
Valid until: 1/31/2027
Sources
Related Entities
Related Claims
UnverifiedCompared with standard MoE models of the same class, V4.1 Flash 1017 improves TTFT by about 23%, total throughput by about 55%, and KV cache capacity by 35%.60% similarUnverifiedOn a 128G compute module device, the decoding speed of Qwen3.8 Flash routinely reaches 241 TPS, with a peak of 274 TPS.58% similarUnverifiedFor small-to-medium models that fit within 32 GB of VRAM, the RTX 5090 leads (approximately 45% on Gemma 4 12B and over 75% on GPT-OSS 20B), but the lead on Qwen 3 27B drops from 47% at Q4 to 23% at Q8.58% similarUnverifiedUnder a standard synthetic workload of 1k prompt / 512 completion, V4.1 Flash 1017 has a TTFT of 185 milliseconds, total throughput of 480 tokens/s, and KV cache efficiency of 0.65x memory.58% similarVerifiedWhen using FP16 precision, the KV Cache for LLaMA-2-7B occupies approximately 0.5 MB per token.58% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1125381API
curl https://kongchang.com/api/v1/knowledge/claims/1125381MCP
get_claim(id=1125381)