Search-grounded Image Generation on KnowGen
45.07Visual Correlation (Science & Knowledge)Gen-Searcher-8B
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Gen-Searcher-8BDownstream Generator=Nano Banana Pro2026.03 | 45.07 | 49.32 | 86.56 | 64.8 | 43.01 | 52.3 | 90.92 | 64.88 | 53.3 | |
| Nano Banana Pro2026.03 | 39.46 | 49.32 | 86.22 | 70.92 | 30.51 | 53.37 | 91.07 | 68.75 | 50.38 | |
| Gen-Searcher-8BDownstream Generator=Seedream 4.52026.03 | 36.35 | 43.52 | 75.77 | 61.26 | 39.04 | 45.86 | 85.74 | 63.96 | 47.29 | |
| GPT-Image-1.52026.03 | 29.25 | 40.14 | 81.29 | 77.21 | 29.43 | 46.22 | 89.64 | 71.17 | 44.97 | |
| Gen-Searcher-8BDownstream Generator=Qwen-Image2026.03 | 26.87 | 17.18 | 65.14 | 55.44 | 25.3 | 23.55 | 76.64 | 61.46 | 31.52 | |
| GPT-Image-12026.03 | 20.92 | 27.89 | 72.79 | 63.95 | 19.43 | 31.98 | 84.64 | 61.6 | 34.19 | |
| Nano Banana2026.03 | 18.03 | 19.39 | 72.79 | 65.82 | 14.24 | 26.04 | 84.39 | 70.91 | 30.24 | |
| Seedream 4.52026.03 | 14.46 | 26.19 | 64.46 | 65.65 | 12.5 | 31.77 | 81.25 | 69.05 | 31.01 | |
| Seedream 4.02026.03 | 13.1 | 24.66 | 62.93 | 64.97 | 11.9 | 22.19 | 78.72 | 70.24 | 28.21 | |
| Qwen-Image2026.03 | 6.8 | 0.34 | 47.45 | 56.8 | 7.59 | 1.4 | 68.9 | 61.9 | 14.98 | |
| Z-Image2026.03 | 6.8 | 2.72 | 41.16 | 43.54 | 7.89 | 2 | 70.24 | 57.29 | 14.49 | |
| FLUX.2-klein-9B2026.03 | 6.12 | 0.34 | 42.69 | 50.85 | 5.06 | 1.72 | 69.05 | 59.08 | 13.73 | |
| SD-3.5-Medium2026.03 | 5.61 | 2.21 | 30.44 | 48.47 | 3.12 | 0.58 | 58.18 | 54.76 | 11.9 | |
| SD-3.5-Large2026.03 | 5.44 | 2.04 | 31.29 | 46.77 | 5.21 | 2.01 | 55.36 | 58.33 | 12.53 | |
| BAGEL2026.03 | 4.93 | 1.7 | 43.37 | 51.87 | 8.33 | 2.59 | 64.14 | 53.57 | 13.85 | |
| HunyuanImage-3.02026.03 | 4.76 | 1.19 | 40.14 | 56.46 | 6.1 | 2.51 | 63.99 | 64.14 | 14.15 | |
| FLUX.2-klein-4B2026.03 | 4.59 | 1.53 | 37.07 | 45.58 | 3.42 | 0.86 | 62.05 | 55.51 | 12.09 | |
| FLUX.1-Krea2026.03 | 3.91 | 1.53 | 33.16 | 48.13 | 4.32 | 2.02 | 62.05 | 53.87 | 12.22 | |
| Z-Image-Turbo2026.03 | 3.91 | 1.02 | 28.4 | 50.85 | 4.32 | 3.45 | 50.15 | 55.21 | 11.77 | |
| FLUX.1-dev2026.03 | 2.89 | 0.34 | 28.91 | 50.17 | 2.38 | 1.16 | 54.46 | 53.72 | 10.71 | |
| Lumina-Image 2.02026.03 | 1.19 | 0.34 | 30.95 | 36.05 | 2.68 | 0.58 | 54.76 | 47.62 | 9.43 |