| visual-reasoning-on-winoground | VQ2 | #9 | Text Score: 47Image Score: 42.2Group Score: 30.5 |
| visual-reasoning-on-winoground | PaLI (ft SNLI-VE + Synthetic Data) | #12 | Text Score: 46.5Image Score: 38Group Score: 28.75 |
| visual-reasoning-on-winoground | PaLI (ft SNLI-VE) | #16 | Text Score: 45.00Image Score: 41.50Group Score: 28.70 |
| visual-reasoning-on-winoground | BLIP2 (ft COCO) | #19 | Text Score: 44.00Image Score: 26.00Group Score: 23.50 |
| visual-reasoning-on-winoground | COCA ViT-L14 (f.t on COCO) | #52 | Text Score: 28.25Image Score: 11.50Group Score: 8.25 |
| visual-reasoning-on-winoground | OFA large (ft SNLI-VE) | #55 | Text Score: 27.70Image Score: 14.30Group Score: 9.00 |
| visual-reasoning-on-winoground | CLIP RN50x64 | #56 | Text Score: 26.50Image Score: 13.75Group Score: 10.25 |
| visual-reasoning-on-winoground | TIFA | #71 | Text Score: 19.00Image Score: 12.50Group Score: 11.30 |