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Overall Reasoning (Average) on LoCoMo

44.68F1 Score (LoCoMo)

SCG-Mem (Ours)

2.653613.564324.47535.3857Apr 14, 2026Apr 15, 2026Apr 16, 2026Apr 18, 2026Apr 19, 2026Apr 20, 2026Apr 22, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.04
44.6836.21
2026.04
43.1436.48
2026.04
41.4833.46
2026.04
40.833.22
2026.04
40.3833.55
2026.04
40.3731.45
2026.04
4032.99
2026.04
37.8931.73
2026.04
37.2930.66
2026.04
36.2730.02
2026.04
36.2728.87
2026.04
35.3828.67
2026.04
32.4126.45
2026.04
31.0525.1
2026.04
30.1121.28
2026.04
28.8622.25
2026.04
28.523.93
2026.04
28.0523.54
2026.04
27.1421.76
2026.04
25.5919.73
2026.04
24.219.49
2026.04
24.1118.2
2026.04
22.6819.47
2026.04
21.3318.09
2026.04
21.1216.73
2026.04
20.8518.69
2026.04
20.0314.02
2026.04
18.2816.14
2026.04
16.4514.03
2026.04
16.2114.87
2026.04
15.0713.4
2026.04
13.9311.94
2026.04
12.4711.39
2026.04
9.187.03
2026.04
8.997.67
2026.04
8.987.59
2026.04
8.447.4
2026.04
7.936.88
2026.04
7.446.29
2026.04
6.715.71
2026.04
6.235.3
2026.04
6.1810.58
2026.04
6.135.33
2026.04
6.135.33
2026.04
6.125.11
2026.04
5.915.25
2026.04
5.885.03
2026.04
5.634.75
2026.04
4.823.92
2026.04
4.574.17
2026.04
4.363.86
2026.04
4.273.82