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MemPalace Claims 'Perfect Score' on Its Own Tests—Then Admits in Fine Print Why That Doesn't Mean Anything

MemPalace Claims 'Perfect Score' on Its Own Tests—Then Admits in Fine Print Why That Doesn't Mean Anything

MemPalace 宣稱在自家基準測試上「完美滿分」,但自己的文件卻說明為什麼這毫無意義

A new open-source memory project called MemPalace just dropped with viral claims: "100% on LoCoMo" and "first perfect score ever on LongMemEval." The numbers looked so good that the GitHub repo hit 7,000 stars in under 24 hours and the launch tweet got 1.5 million views. But here's the catch—the project's own BENCHMARKS.md file basically explains why these "perfect" scores are meaningless. It's like bragging about acing a test you wrote yourself, then admitting in the answer key that the test doesn't actually measure what matters.

Keywords

benchmarkevaluationmemoryopen-sourcemisleading claimsmetrics