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Energy consumption estimation on LLM Energy Consumption (test)

0.91MAPE

Memory and FLOPs based

-612.21363,526.37077,664.95511,803.5393Feb 5, 2026
Updated 1mo ago

Evaluation Results

MethodLinks
2026.02
0.91
2026.02
0.97
2026.02
1.08
2026.02
1.29
2026.02
1.35
2026.02
1.47
2026.02
1.48
2026.02
1.56
2026.02
1.66
2026.02
1.79
2026.02
1.81
2026.02
1.82
2026.02
1.85
2026.02
1.93
2026.02
1.94
2026.02
2.12
2026.02
2.17
2026.02
2.24
2026.02
2.27
2026.02
2.46
2026.02
2.49
2026.02
2.62
2026.02
2.62
2026.02
2.84
2026.02
2.88
2026.02
2.95
2026.02
3.01
2026.02
3.24
2026.02
17.84
2026.02
93.58
2026.02
99.45
2026.02
102.33
2026.02
110.71
2026.02
111.33
2026.02
117.54
2026.02
123
2026.02
127.92
2026.02
130.45
2026.02
131.38
2026.02
132.26
2026.02
139.77
2026.02
144.28
2026.02
150.8
2026.02
151.27
2026.02
153.59
2026.02
15,329