Table-to-Image Generation on TableVisBench v1 (test)
97.7DAReference Image
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Reference ImageType=Ground Truth2025.12 | 97.7 | 99.5 | 86.4 | 96.6 | 4.2 | 84.4 | |
| RW+Qwen-Image+REFBase Model=Qwen-Image, Rewriting Module=true, Reflection/Refinement=true2025.12 | 52.4 | 82.9 | 54.3 | 40 | 4.5 | 54.9 | |
| RW+Qwen-ImageBase Model=Qwen-Image, Rewriting Module=true, Reflection/Refinement=false2025.12 | 51.2 | 83.1 | 50.1 | 40.9 | 4.6 | 54.3 | |
| Qwen-ImageBase Model=Qwen-Image, Rewriting Module=false, Reflection/Refinement=false2025.12 | 47.5 | 90.9 | 26.1 | 14.1 | 4.3 | 44.3 | |
| RW+Blip3o-Next+REFBase Model=Blip3o-Next, Rewriting Module=true, Reflection/Refinement=true2025.12 | 21.3 | 63.9 | 33.4 | 19.2 | 3.6 | 34.8 | |
| RW+Flux+REFBase Model=Flux, Rewriting Module=true, Reflection/Refinement=true2025.12 | 20.3 | 63.1 | 31.8 | 24 | 4.3 | 36.4 | |
| RW+UniWorld-V1+REFBase Model=UniWorld-V1, Rewriting Module=true, Reflection/Refinement=true2025.12 | 18.7 | 54.6 | 37.6 | 18.8 | 3.8 | 33.5 | |
| RW+Bagel+REFBase Model=Bagel, Rewriting Module=true, Reflection/Refinement=true2025.12 | 18.3 | 54.8 | 36.7 | 15.9 | 3.8 | 32.7 | |
| RW+OmniGen2+REFBase Model=OmniGen2, Rewriting Module=true, Reflection/Refinement=true2025.12 | 16.2 | 49.8 | 30.6 | 13.8 | 3.9 | 29.9 | |
| FluxBase Model=Flux, Rewriting Module=false, Reflection/Refinement=false2025.12 | 12.1 | 46.7 | 28.9 | 18.7 | 4 | 29.3 | |
| RW+FluxBase Model=Flux, Rewriting Module=true, Reflection/Refinement=false2025.12 | 12 | 52.3 | 27 | 25.3 | 4.4 | 32.1 | |
| RW+UniWorld-V1Base Model=UniWorld-V1, Rewriting Module=true, Reflection/Refinement=false2025.12 | 4 | 20.8 | 23.7 | 11.6 | 3.3 | 18.6 | |
| RW+OmniGen2Base Model=OmniGen2, Rewriting Module=true, Reflection/Refinement=false2025.12 | 4 | 32.1 | 25 | 9.5 | 3.9 | 21.9 | |
| RW+BagelBase Model=Bagel, Rewriting Module=true, Reflection/Refinement=false2025.12 | 3.4 | 18.3 | 28.9 | 13 | 3.4 | 19.5 | |
| OmniGen2Base Model=OmniGen2, Rewriting Module=false, Reflection/Refinement=false2025.12 | 3.1 | 17.8 | 13.5 | 2.6 | 3.5 | 14.4 | |
| UniWorld-V1Base Model=UniWorld-V1, Rewriting Module=false, Reflection/Refinement=false2025.12 | 3 | 18.3 | 14.7 | 2.9 | 3.5 | 14.8 | |
| RW+Blip3o-NextBase Model=Blip3o-Next, Rewriting Module=true, Reflection/Refinement=false2025.12 | 0.5 | 14.5 | 19.1 | 7.6 | 2.9 | 14.1 | |
| Blip3o-NextBase Model=Blip3o-Next, Rewriting Module=false, Reflection/Refinement=false2025.12 | 0.4 | 18 | 4.4 | 6.2 | 2.5 | 10.8 | |
| BagelBase Model=Bagel, Rewriting Module=false, Reflection/Refinement=false2025.12 | 0.1 | 1.6 | 14.2 | 7.7 | 2.7 | 10.1 |