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Temporal on LoCoMo

0.4935F1 Score

SCG-Mem (Ours)

-0.0018520.1267490.255350.383951Feb 14, 2026Feb 28, 2026Mar 15, 2026Mar 30, 2026Apr 13, 2026Apr 28, 2026May 13, 2026
Updated 20d ago

Evaluation Results

MethodLinks
2026.04
0.49350.3427-
2026.05
0.47530.4214-
2026.05
0.46760.4067-
2026.04
0.42290.3172-
2026.05
0.41260.2904-
2026.05
0.39660.3307-
2026.05
0.39050.2603-
2026.02
0.3830.37352.94
2026.04
0.37640.2492-
2026.02
0.34630.34872.18
2026.05
0.34240.2491-
2026.05
0.33260.2468-
2026.05
0.32160.2632-
2026.05
0.3110.2657-
2026.02
0.31060.31342.81
2026.05
0.31030.2581-
2026.04
0.28330.2116-
2026.04
0.27590.2507-
2026.02
0.26480.26191.02
2026.04
0.26380.195-
2026.05
0.26220.1696-
2026.05
0.25650.1819-
2026.02
0.25080.25082.61
2026.04
0.24320.1974-
2026.05
0.18570.1336-
2026.04
0.1780.1028-
2026.05
0.17690.1319-
2026.02
0.11240.11121.08
2026.02
0.09850.09921.03
2026.05
0.09570.0834-
2026.05
0.08650.0794-
2026.04
0.07610.0627-
2026.04
0.07380.0682-
2026.04
0.04460.0287-
2026.04
0.04370.044-
2026.04
0.04250.0404-
2026.04
0.04210.0389-
2026.04
0.04020.0479-
2026.04
0.03490.0313-
2026.04
0.03110.0271-
2026.04
0.03010.0301-
2026.04
0.03010.0301-
2026.04
0.02940.0295-
2026.04
0.02680.0272-
2026.04
0.02550.0251-
2026.04
0.01930.023-
2026.04
0.01720.0197-