Unverified50% confidenceBenchmarkExact time
On T180, TCSP3.0's Top-1 match rate (72.2%) outperforms PNcsp+ and the deep generative models CrystalFlow and MaskGXT (at most 63.9%).
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/27/2026
First Seen
Valid until: 1/25/2027
Sources
Related Entities
Related Claims
UnverifiedOn the newly constructed 800-target benchmark T800, TCSP3.0 achieves a Top-20 match rate of 74.0%.77% similarUnverifiedThe Top3 configuration achieved an accuracy of 97.148%, a weighted F1 of 97.055%, and an MCC of 0.9675, comprehensively outperforming the Full21 configuration using all 21 metrics (accuracy 95.999%, weighted F1 95.521%, MCC 0.9549).62% similarUnverifiedOf the 2347 structures selected by the T180 benchmark, 469 (20%) had incorrect compositions in TCSP2.0.62% similarUnverifiedAfter identifying the matching 112-shape tuning table (16 shapes × 7 T-buckets) and enabling MMQ and Prefill chunking, Fresh Prefill for 4–9K jumped from 405 to 701–775 tokens/s, approximately a 1.8× improvement, with decode stabilizing at 52–55.61% similarUnverifiedThird-layer feature visualizations show that T1 has an F-CNR of 1.0283, T2 of 0.4301 and FLAIR of only 0.2980, with T1 about 3.4 times that of FLAIR.58% similar
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