Unverified50% confidenceBenchmarkExact time
In real-world experiments, the success rate of DSP was 69.6% higher than hindsight behavior cloning.
1
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50%
Confidence
Long-term
Relevance
10/16/2026
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UnverifiedExperiments by the Long-Term team showed that using the same model with only adjustments to rule constraints and the memory system raised the score from 52.8% to 66.5%, jumping the ranking from Top 30 to Top 5.65% similarVerifiedThe generation effect was first experimentally demonstrated by Slamecka and Graf in 1978; when students generate answers themselves through derivation, memory retention rates can improve by 30%–50%.63% similarUnverifiedResearch from Google DeepMind and Anthropic shows that when error feedback includes clear remediation directions, the model's self-correction success rate can improve several-fold.63% similarUnverifiedExperimental data indicate that vocabulary memorization efficiency combined with contextual cues can be improved by 40%–60%.63% similarUnverifiedResearch generally shows that the faster the first response after an inquiry, the higher the conversion probability.62% similar
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