Contextual Knowledge Adaptation (Prior-Conflicting) on GENIUS
52.97RC ScoreNano Banana Pro
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Nano Banana ProInterleaved=true2026.02 | 52.97 | 41.38 | 90.59 | |
| GPT-ImageInterleaved=false2026.02 | 43.5 | 33.33 | 90 | |
| SeeDream 4.5Interleaved=false2026.02 | 40.1 | 41.38 | 92.57 | |
| Nano BananaInterleaved=true2026.02 | 35.5 | 39.47 | 91 | |
| SeeDream 4.0Interleaved=false2026.02 | 30.69 | 10.34 | 82.67 | |
| Qwen-ImageInterleaved=false2026.02 | 27.72 | 20.69 | 71.78 | |
| Emu3.5-ImageInterleaved=false2026.02 | 26.24 | 37.93 | 82.18 | |
| FLUX.2-devInterleaved=false2026.02 | 25.25 | 30.17 | 84.16 | |
| Omini-Gen2Interleaved=false2026.02 | 23.76 | 34.48 | 69.8 | |
| OursInterleaved=true2026.02 | 23.67 | 36.75 | 57.78 | |
| BagelInterleaved=true2026.02 | 22.28 | 17.24 | 74.75 | |
| GLM-ImageInterleaved=false2026.02 | 20.3 | 15.52 | 71.29 | |
| NextStep-1Interleaved=false2026.02 | 15.49 | 7.55 | 28.71 |