Model Evaluation & Benchmark

Institutional Research Evaluation

Model Evaluation & Benchmark

Historical evaluation of the PSX Fusion AI Model against supporting AI models using historical Pakistan Stock Exchange data.

Open Weekly Eval (100 stocks × 4 models) →

🥇 Institutional Research Model

PSX Fusion AI Model

Powered by Adaptive Decision Engine (ADE)

— Composite
Prediction EngineLSTM ForecastTechnical Indicators Market SentimentShariah ScreeningRisk ScoringComposite Decision Engine
Experimental Research Model NOT Financial Advice

Research Pipeline

Market Data
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PSX DPS
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LSTM
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Technical Indicators
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Market Sentiment
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ADE
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PSX Fusion AI Model
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Historical Evaluation
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Benchmark Comparison

Benchmark Models Research comparison — not primary model

Detailed Evaluation Table

Supporting models used for academic benchmark comparison only.

Evaluation Summary

Research Evaluation

Predictions are evaluated using historical PSX data and are intended for academic research purposes only. The PSX Fusion AI Model and Adaptive Decision Engine (ADE) represent this project's engineering contribution; Groq, OpenAI, Meta, and LSTM results are benchmark comparisons.