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Benchmarks
Needle-in-a-haystack retrieval on RULER S-NIAH-1 OOD
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100
Success Rate (4K Context)
ASEntmax
88.56
91.53
94.5
97.47
Jun 19, 2025
Success Rate (4K Context)
Success Rate (8K Context)
Success Rate (16K Context)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Success Rate (4K Context)
Success Rate (8K Context)
Success Rate (16K Context)
ASEntmax
Positional encoding=NA...
2025.06
100
99.8
97.4
SSMax
Positional encoding=NA...
2025.06
99.2
92
75.2
Softmax
Positional encoding=NA...
2025.06
94.2
11.4
0.8
Entmax
Positional encoding=NA...
2025.06
89
21.6
1.2
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