Sketch-to-Feedback Evaluation on FBD-10 (test)
47.1Mi-F1E2E-LMM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| E2E-LMMBackbone=LLaVA-1.5-7B, Approach=End-to-End2026.02 | 47.1 | 57.1 | 40 | 3.91 | 4.35 | 37.5 | 4.5 | |
| Sketch2Feedback (Grammar)Backbone=Qwen2-VL-2B, Approach=Grammar+VLM2026.02 | 26.3 | 38.5 | 20 | 3.36 | 3.65 | 37.5 | 4 | |
| Vision-onlyApproach=Static template feedback, Constraint Checking=None2026.02 | 7.7 | 100 | 4 | 2.2 | 2.05 | 0 | — |