Progressive Illusion Sketch Generation on Object Dataset
30.044Phase 1 CLIP AvgStroke of Surprise
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Stroke of SurpriseRanking Strategy=Metric-ranking2026.02 | 30.044 | — | 3.282 | 1.237 | 0.029 | 0.98 | 100 | |
| Stroke of SurpriseRanking Strategy=Metric-ranking2026.02 | 30.044 | 3.282 | — | 1.237 | 0.029 | 0.98 | 100 | |
| Stroke of SurpriseRanking Strategy=GPT-ranking2026.02 | 29.873 | — | 1.668 | 0.839 | 0.023 | 0.983 | 100 | |
| Stroke of SurpriseRanking Strategy=GPT-ranking2026.02 | 29.873 | 1.668 | — | 0.839 | 0.023 | 0.983 | 100 | |
| Nano Banana ProPhase 1 Source=Ours2026.02 | 28.903 | -1.065 | -0.426 | — | -0.014 | 0.958 | 35.2 | |
| Nano Banana ProPhase 1 Source=Ours2026.02 | 28.903 | -1.065 | — | -0.426 | -0.014 | 0.958 | 35.2 | |
| SketchDreamerPhase 1 Source=Ours2026.02 | 28.148 | 0.06 | 0.302 | — | 0.011 | 0.961 | 100 | |
| SketchDreamerPhase 1 Source=Ours2026.02 | 28.148 | 0.06 | — | 0.302 | 0.011 | 0.961 | 100 | |
| Nano Banana ProPhase 1 Source=Original2026.02 | 26.821 | -2.774 | -0.663 | — | -0.019 | 0.875 | 34.9 | |
| Nano Banana ProPhase 1 Source=Baseline2026.02 | 26.821 | -2.774 | — | -0.663 | -0.019 | 0.875 | 34.9 | |
| SketchDreamerPhase 1 Source=Original2026.02 | 24.803 | -0.393 | 0.338 | — | 0.011 | 0.887 | 100 | |
| SketchDreamerPhase 1 Source=Baseline2026.02 | 24.803 | -0.393 | — | 0.338 | 0.011 | 0.887 | 100 | |
| SketchAgentPhase 1 Source=Original2026.02 | 24.393 | -2.544 | 0.095 | — | 0 | 0.752 | 100 | |
| SketchAgentPhase 1 Source=Baseline2026.02 | 24.393 | -2.544 | — | 0.095 | 0 | 0.752 | 100 | |
| SketchAgentPhase 1 Source=Ours2026.02 | 24.019 | -2.778 | 0.08 | — | 0.003 | 0.762 | 100 | |
| SketchAgentPhase 1 Source=Ours2026.02 | 24.019 | -2.778 | — | 0.08 | 0.003 | 0.762 | 100 |