Unverified50% confidenceFactExact time
The research team built a benchmark of 300 questions covering 10 analysis categories and tested 9 local open-source models.
1
Sources
50%
Confidence
Long-term
Relevance
10/27/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedThe researchers constructed a benchmark test set called ALIGNMENTFORECASTBENCH, covering more than 5,000 prediction questions, 17 target models, 32 datasets, and 16 failure modes.75% similarUnverifiedThe experiment tested 15 frontier models.72% similarUnverifiedThe researchers used stratified sampling to select 300 reviews for manual coding validation.71% similarUnverifiedThe research team selected 8 models spanning different capability tiers and conducted cross-evaluations across 54 benchmarks70% similarUnverifiedThe author encapsulated the modeling workflow into a Skills library containing 15 steps and 136 sub-modules, covering problem analysis, data processing, model selection, optimization, prediction evaluation, and winning probability assessment.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1102039API
curl https://kongchang.com/api/v1/knowledge/claims/1102039MCP
get_claim(id=1102039)