Time Series Editing on Synthetic
-14.62ΔDTWInstructTime
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| InstructTimeEditing setting=Instruction-based, w=0.92025.08 | -14.62 | 6.87 | 0.02 | 2.26 | 1.18 | |
| InstructTimeinstruction_type=unseen-phrasing, editing_strength_w=0.92025.08 | -14.26 | 5.62 | 0.16 | 2.96 | 1.39 | |
| InstructTimeEditing setting=Attribute-based, w=0.92025.08 | -13.62 | 6.77 | 0.2 | 2.38 | 1.25 | |
| TEditinstruction_type=unseen-phrasing, controllable_strength=false2025.08 | -13.41 | 5.43 | 0.46 | 3.65 | 1.56 | |
| Time Weaverinstruction_type=unseen-phrasing, controllable_strength=false2025.08 | -12.95 | 5.24 | 0.57 | 3.25 | 1.48 | |
| Time WeaverEditing setting=Attribute-based2025.08 | -12.19 | 6.65 | 0.15 | 3.58 | 1.54 | |
| Time WeaverEditing setting=Instruction-based2025.08 | -11.05 | 5.93 | 0.63 | 3.5 | 1.54 | |
| TEditEditing setting=Attribute-based2025.08 | -10.66 | 6.98 | 0.08 | 3.96 | 1.61 | |
| TEditEditing setting=Instruction-based2025.08 | -9.66 | 5.99 | 0.86 | 3.45 | 1.52 |