Instruction Synthesis for Image Editing on HQ-Edit
4.658Synthesis Quality (S)Gemini-3-Pro
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Gemini-3-Pro2026.04 | 4.658 | 4.54 | 4.89 | 4.43 | |
| Qwen3-VL-235B-A22B-InstructTraining=SFT+DPO2026.04 | 4.63 | 4.5 | 4.92 | 4.31 | |
| Qwen3-VL-235B-A22B-InstructTraining=SFT2026.04 | 4.552 | 4.4 | 4.88 | 4.12 | |
| GPT-4.12026.04 | 4.507 | 4.57 | 4.86 | 3.68 | |
| Qwen3-VL-32B-InstructTraining=SFT+DPO2026.04 | 4.458 | 4.22 | 4.8 | 4.26 | |
| Qwen3-VL-235B-A22B-Instruct2026.04 | 4.397 | 4.3 | 4.88 | 3.63 | |
| Qwen3-VL-32B-InstructTraining=SFT2026.04 | 4.387 | 4.12 | 4.76 | 4.17 | |
| Qwen3.5-397B-A17B2026.04 | 4.383 | 4.07 | 4.85 | 4.07 | |
| Kimi-K2.52026.04 | 4.31 | 3.89 | 4.94 | 3.9 | |
| Qwen3-VL-32B-Instruct2026.04 | 4.007 | 3.69 | 4.61 | 3.62 | |
| GLM-4.5V (106B-A12B)2026.04 | 3.384 | 3.64 | 3.23 | 3.19 |