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Benchmarks
Financial Risk Estimation on S&P 500 (1984-06-01 to 2025-08-20, train)
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-3.932
VaR-ES Score
Encoder–LSTM
-4.24572
-2.12811
-0.0105
2.10711
Mar 9, 2026
VaR-ES Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
VaR-ES Score
Encoder–LSTM
Objective=Fixed-policy
2026.03
-3.932
DCC–GARCH
Objective=Fixed-policy
2026.03
3.545
Direct
Objective=Fixed-policy
2026.03
3.669
Unconditional
Objective=Fixed-policy
2026.03
3.747
Simple–Linear
Objective=Fixed-policy
2026.03
3.887
Encoder–Linear
Objective=Fixed-policy
2026.03
3.911
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