Multi-Instance Generation on DEIG-Bench
86MAAhuman (C1)DEIG
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| DEIGEvaluator VLM=InternVL32026.02 | 86 | 82 | 81 | 83 | 79 | 58 | 50 | 44 | 58 | 79 | |
| DEIGEvaluator VLM=Qwen2.5-VL2026.02 | 82 | 74 | 69 | 75 | 67 | 41 | 38 | 27 | 44 | 79 | |
| ROICtrlEvaluator VLM=InternVL32026.02 | 68 | 33 | 16 | 39 | 67 | 48 | 42 | 30 | 47 | 71 | |
| InstanceDiffusionEvaluator VLM=InternVL32026.02 | 61 | 23 | 12 | 32 | 62 | 49 | 46 | 36 | 49 | 75 | |
| ROICtrlEvaluator VLM=Qwen2.5-VL2026.02 | 61 | 23 | 9 | 31 | 56 | 32 | 27 | 16 | 33 | 71 | |
| MIGCEvaluator VLM=InternVL32026.02 | 60 | 23 | 11 | 31 | 75 | 54 | 47 | 36 | 54 | 72 | |
| InstanceDiffusionEvaluator VLM=Qwen2.5-VL2026.02 | 54 | 17 | 5 | 25 | 53 | 24 | 32 | 20 | 33 | 75 | |
| MIGCEvaluator VLM=Qwen2.5-VL2026.02 | 51 | 11 | 3 | 22 | 63 | 29 | 29 | 20 | 36 | 72 | |
| GLIGENEvaluator VLM=InternVL32026.02 | 28 | 12 | 5 | 15 | 32 | 17 | 17 | 11 | 19 | 71 | |
| GLIGENEvaluator VLM=Qwen2.5-VL2026.02 | 23 | 5 | 2 | 10 | 20 | 8 | 8 | 3 | 10 | 71 |