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Long-context language understanding on RULER 32k context length

0FWE

Full Attention

-3.74821.55146.8572.149Sep 10, 2024Dec 20, 2024Apr 1, 2025Jul 11, 2025Oct 21, 2025Jan 30, 2026May 12, 2026
Updated 20d ago

Evaluation Results

MethodLinks
2026.02
099.297.496.581.919.870.651.665.9-----
2026.02
097.88294.965.119.866.249.659.4-----
2024.09
1.67----0.4-----34.751.833.5
2024.09
1.67----5.6-----8.135.44
2024.09
2----1.2-----32.942.828.5
2024.09
5----8.6-----52.666.740.5
2024.09
11.33----0.2-----26.060.318.5
2024.09
12.67----0.8-----2.360.528
2026.05
12.83-----------6.35-
2024.09
24----0-----0.250.14.5
2026.05
33.83-----------12.2-
2026.05
34-----------11.8-
2026.05
35.83-----------9.5-
2026.05
36-----------11.85-
2026.05
38.17-----------19.35-
2026.02
61.7----0112416.210---
2026.02
64----83.6775071.98374---
2026.02
80----76715464.17430---
2026.02
83----32.2352930.220---
2026.02
83----0352924.820---
2026.02
83.3----86734969.56462---
2026.02
83.7----72.2634649.4320---
2026.02
86----91.4825282.79392---
2026.02
87.7----94.2825083.19392---
2026.02
87.7----91.4845483.89096---
2026.02
88.3----95865386.810099---
2026.02
88.3----66.4484444.6201---
2026.02
88.7----94.2825385.595100---
2026.02
89.7----97.6855487.510099---
2026.02
89.7----81755169.17345---
2026.02
91.7----82.8384244.1100---
2026.02
91.7----95.2845386.897100---
2026.02
92.3----96.4815186.29899---
2026.02
92.3----95.2745183.49197---
2026.02
92.3----88.6795080.48786---
2026.02
92.3----90.26851724982---
2026.02
92.7----98.2815186.910099---
2026.02
93----97.8815185.39198---
2026.02
93.7----94.2834985.69797---
2026.01
--------9.2-----
2026.01
--------11.7-----
2026.01
--------9.3-----
2026.01
--------24.1-----