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Benchmarks
Needle-in-a-haystack retrieval on RULER S-NIAH-1 ID
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100
Retrieval Success Rate (1K Context)
Softmax
99.584
99.692
99.8
99.908
Jun 19, 2025
Retrieval Success Rate (1K Context)
Retrieval Success Rate (2K Context)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Retrieval Success Rate (1K Context)
Retrieval Success Rate (2K Context)
Softmax
Positional encoding=NA...
2025.06
100
99.4
SSMax
Positional encoding=NA...
2025.06
100
99.8
Entmax
Positional encoding=NA...
2025.06
99.8
99.8
ASEntmax
Positional encoding=NA...
2025.06
99.6
100
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