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Long-context understanding on RULER (test)
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95.94
RULER Accuracy (4K)
Sketch&Walk
91.7176
92.8138
93.91
95.0062
Feb 7, 2026
RULER Accuracy (4K)
RULER Accuracy (8K)
RULER Accuracy (16K)
RULER Accuracy (32K)
RULER Accuracy (64K)
RULER Average Accuracy
Updated 1mo ago
Evaluation Results
Method
Method
Links
RULER Accuracy (4K)
RULER Accuracy (8K)
RULER Accuracy (16K)
RULER Accuracy (32K)
RULER Accuracy (64K)
RULER Average Accuracy
Sketch&Walk
Model=L3.1 8B, Phase=D...
2026.02
95.94
96.19
93.13
88.63
81.5
91.08
Dense
Model=L3.1 8B, Phase=D...
2026.02
95.31
95.31
94.06
89.69
82.81
91.44
Adamas
Model=L3.1 8B, Phase=D...
2026.02
95.31
94.06
94.06
89.06
81.19
90.74
Quest
Model=L3.1 8B, Phase=D...
2026.02
91.88
92.81
92.81
87.5
80.31
89.06
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