| Benchmark | Model | Rank | Results |
|---|---|---|---|
| image-editing-on-imgedit-data | OneCAT-3B | – | Overall: 3.43Add: 3.65Adjust: 3.70Extract: 2.42Replace: 3.92… |
| text-to-image-generation-on-geneval | OneCAT-1.5B | – | Overall: 0.85 |
| text-to-image-generation-on-geneval | OneCAT-3B | – | Overall: 0.90 |
| visual-question-answering-on-mm-vet | OneCAT-1.5B | – | GPT-4 score: 42.4 |
| visual-question-answering-on-mm-vet | OneCAT-3B | – | GPT-4 score: 52.2 |