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MITCF

Research Platform

MAIN

Dashboard Research Overview MITCF Framework System Architecture

DEEP LEARNING

Deep Learning Models Neural Architecture Training Config Real-Time Training Hyperparameters

FUZZY LOGIC

Fuzzy Inference System Fuzzy Sets Membership Functions Fuzzy Rule Base Fuzzification / Defuzz Control Surface

MODEL EVALUATION

Model Evaluation Performance Metrics Model Comparison Statistical Analysis

MITCF RESEARCH

Inference-Time Controls Trustworthiness Adversarial Robustness Agent Decision Monitor Explainable AI Ablation Studies

EXPERIMENTS

Experiment Config Run Experiments Live Monitor Experiment History Results & Visualizations

VISUAL PERCEPTION

VP Overview POPE Evaluation MME Evaluation Condition Comparison VP Trustworthiness VP Robustness Run VP Evaluation Dataset Setup

SYSTEM

Dataset Management GPU & System Monitor Research Reports Settings

Condition Comparison

Offline

Condition Comparison

Side-by-side metrics for all four experimental conditions. Î" is relative to Baseline.

No VP runs found.

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