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Benchmarks
Long-context Retrieval and Reasoning on RULER 32K context length
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100
S1
TRM
95
97.5
100
102.5
Jun 4, 2026
S1
S2
S3
MK1
MK2
MK3
MQ
MV
QH
QS
CWE
FWE
Avg Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
S1
S2
S3
MK1
MK2
MK3
MQ
MV
QH
QS
CWE
FWE
Avg Score
TRM
Context Length=32K
2026.06
100
98.8
83.4
57
38.8
0.8
45.6
42.6
21.2
20.2
1.8
43.8
46.2
YOCO (Dense)
Context Length=32K, At...
2026.06
100
90.2
74.8
53.2
84
43.6
27
29
30.6
30.6
4.6
60.3
52.3
YOCO (CLSA)
Context Length=32K, At...
2026.06
100
93.6
83.2
58.4
88.8
38
31.6
29.8
29.2
29.2
5.1
50.2
53.1
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