| Benchmark | Model | Rank | Results |
|---|---|---|---|
| visual-reasoning-on-winoground | BLIP (VisualGPTScore, α-tuned) | #32 | Text Score: 36.5Image Score: 21.5Group Score: 16.8 |
| visual-reasoning-on-winoground | BLIP (ITM) | #34 | Text Score: 35.8Image Score: 15.8Group Score: 13.3 |
| visual-reasoning-on-winoground | BLIP (ITC) | #53 | Text Score: 28.0Image Score: 9.0Group Score: 6.5 |