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Benchmarks
Long-context retrieval (MultiKey 1) on Ruler (1K to 32K Context Sweep)
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84
Ruler Retrieval Acc (1024 tokens)
BAM
79.84
80.92
82
83.08
May 28, 2025
Ruler Retrieval Acc (1024 tokens)
Ruler Retrieval Acc (1536 tokens)
Ruler Retrieval Acc (2048 tokens)
Ruler Retrieval Acc (3072 tokens)
Ruler Retrieval Acc (4096 tokens)
Ruler Retrieval Acc (6144 tokens)
Ruler Retrieval Acc (8192 tokens)
Ruler Retrieval Acc (12288 tokens)
Ruler Retrieval Acc (16384 tokens)
Ruler Retrieval Acc (24576 tokens)
Ruler Retrieval Acc (32768 tokens)
Updated 4d ago
Evaluation Results
Method
Method
Links
Ruler Retrieval Acc (1024 tokens)
Ruler Retrieval Acc (1536 tokens)
Ruler Retrieval Acc (2048 tokens)
Ruler Retrieval Acc (3072 tokens)
Ruler Retrieval Acc (4096 tokens)
Ruler Retrieval Acc (6144 tokens)
Ruler Retrieval Acc (8192 tokens)
Ruler Retrieval Acc (12288 tokens)
Ruler Retrieval Acc (16384 tokens)
Ruler Retrieval Acc (24576 tokens)
Ruler Retrieval Acc (32768 tokens)
BAM
PE=SSMax, Model Parame...
2025.05
84
86
94
92
86
76
66
56
24
10
6
RoPE
PE=SSMax, Model Parame...
2025.05
80
86
68
38
32
8
6
0
0
0
0
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