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Parallel task execution prediction on HD-EPIC 2-Body Problem

1CoverageNaive Half-Half
0.598560.702780.8070.91122Dec 12, 2025

Evaluation results

MethodLinks
Naive Half-Half2025.121120.25900.03610.147
HEFT 1-minWindow size=1-min2025.120.99911.930.3970.650.02530.167
Gemini2.5 + Spatial PromptPrompting strategy=Spatial Prompt2025.120.9070.9131.40.0770.550.00640.18
Gemini2.5 + Goals-OnlyPrompting strategy=Goals-Only2025.120.8880.8911.610.1890.540.01710.183
Gemini2.5 + Goals-and-ConstraintsPrompting strategy=Goals-and-Constraints2025.120.8740.8811.590.1750.470.00930.263
HEFT GT start-endAction segments=ground-truth2025.120.7760.9921.820.5910.280.00030.725
Qwen2.5-VL-72BVideo subset=51/80 videos2025.120.6390.6340.890.0020.1900.452
Gemini2.5 (Base Prompt)Prompting strategy=Base Prompt2025.120.6140.6291.580.1720.530.01170.406