ResearchBenchmarksThermal Image Generation on User Study (30 prompts, test)Thermal Image Generation on User Study (30 prompts, test)Follow3.98Thermal Plausibility (D1)T-CLIP0.88081.68542.493.2946May 30, 2026Evaluation resultsMethodMethodLinksThermal Plausibility (D1)Physics Correctness (D2)Prompt Faithfulness (D3)Preference Rate (T-CLIP vs Baseline)Delta (Δ)Significance (SIG.)T-CLIPBackbone=Stable Diffus...Backbone=Stable Diffusion XL, Text Encoder=Thermally adapted T-CLIP2026.053.9833100——SDXLMode=Zero-shot, Backbo...Mode=Zero-shot, Backbone=Stable Diffusion XL, Text Encoder=Standard CLIP2026.05112.9———