Unverified50% confidenceBenchmarkExact time
With OPOD, the success rate of small orchestrators improves by an average of 10.0% compared to existing training baselines.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
10/12/2026
First Seen
Valid until: 1/10/2027
Sources
Related Entities
Related Claims
VerifiedMOOC course completion rates are generally below 10%.67% similarUnverifiedWhen the coding agent no longer generates its own tests, the task success rate improves, overall speed increases by approximately 6%, and costs decrease by approximately 9%.66% similarVerifiedIn a reproduction experiment training for 40 epochs on CIFAR-10, plain-56 achieved a training accuracy of 84.0% and plain-20 achieved a training accuracy of 95.1%, even though plain-56's parameter count (853,018) is approximately three times that of plain-20 (269,722).63% similarUnverifiedDiffusionGemma的监督微调步骤成本不到原模型训练总开销的10%63% similarUnverifiedAfter matched supervised training, model performance improved to 99.8%, while removing the relational links caused accuracy to plummet to 23.4%, even below the best shortcut's 27.0%.63% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1001203API
curl https://kongchang.com/api/v1/knowledge/claims/1001203MCP
get_claim(id=1001203)