Unverified50% confidenceOpinionExact time
A WANDR score of 0.610 does not mean the model fully succeeds on 60% of tasks; the actual partial completion rate is related to the distribution of task complexity.
1
Sources
50%
Confidence
Long-term
Relevance
9/25/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedIn the experiment, the task_score under the shaped reward configuration was only 0.125, compared to 0.417 for the naive reward, with an effect size of d=4.47.72% similarUnverifiedEven GPT-4-level Agents often achieve end-to-end success rates below 60% on complex tasks involving more than 5 tool calls.72% similarUnverifiedApproximately 60–70% of actual production requests in enterprises are simple tasks, and for such tasks, models with fewer than 7B parameters can achieve output quality highly similar to flagship models, while the cost difference is as much as 20–50 times.72% similarUnverified一个61分的模型和一个59分的模型在多数实际应用中的差异可能远小于分数暗示的程度70% similarUnverified领域微调后的7B模型在任务准确率上往往超越未经微调的70B通用模型，同时推理成本降低一个数量级70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/948618API
curl https://kongchang.com/api/v1/knowledge/claims/948618MCP
get_claim(id=948618)