Time Series Editing on Air quality
-1.84ΔDTWInstructTime
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| InstructTimeEditing setting=Instruction-based, w=0.92025.08 | -1.84 | 0.51 | 0.62 | |
| TEditEditing setting=Attribute-based2025.08 | -1.71 | 0.3 | 0.72 | |
| InstructTimeEditing setting=Attribute-based, w=0.92025.08 | -1.62 | 0.43 | 0.7 | |
| InstructTimeinstruction_type=unseen-phrasing, editing_strength_w=0.92025.08 | -1.41 | 0.2 | 0.43 | |
| Time WeaverEditing setting=Attribute-based2025.08 | -1.26 | 0.31 | 0.73 | |
| Time WeaverEditing setting=Instruction-based2025.08 | -0.97 | 0.17 | 0.66 | |
| Time Weaverinstruction_type=unseen-phrasing, controllable_strength=false2025.08 | -0.97 | 0.14 | 0.47 | |
| TEditEditing setting=Instruction-based2025.08 | -0.9 | 0.12 | 0.65 | |
| TEditinstruction_type=unseen-phrasing, controllable_strength=false2025.08 | -0.87 | 0.1 | 0.45 |