Object Recognition on SVHN (test)
82.58MiniGPT-4TVP
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| TVPPrompt Training Source=Ensemble2024.04 | 82.58 | 81.82 | 73.06 | 37.09 | 73.46 | 28.61 | 31.54 | |
| TVPPrompt Training Source=MiniGPT-42024.04 | 75.17 | 54.32 | 61.95 | 51.1 | 60.28 | 32.17 | 24.72 | |
| EVPPrompt Training Source=MiniGPT-42024.04 | 74.24 | 41.59 | 48.87 | 57.61 | 36.11 | 33.12 | 17.48 | |
| EVPPrompt Training Source=Ensemble2024.04 | 70.14 | 70.23 | 53.27 | 29.08 | 65.66 | 22.35 | 20.67 | |
| VPPrompt Training Source=MiniGPT-42024.04 | 65.58 | 37.8 | 52.66 | 42.97 | 27.02 | 20.12 | 9.91 | |
| VPPrompt Training Source=Ensemble2024.04 | 58.41 | 64.65 | 47.95 | 47.25 | 50.79 | 25 | 17.89 | |
| TVPPrompt Training Source=InstructBLIP2024.04 | 54.37 | 89.87 | 70.61 | 46.82 | 70.92 | 25.38 | 28.55 | |
| EVPPrompt Training Source=InstructBLIP2024.04 | 39.8 | 87.55 | 45.24 | 31.37 | 44.74 | 17.34 | 13.23 | |
| Zero-ShotPrompt Training Source=None2024.04 | 38.82 | 28.96 | 33.14 | 31.58 | 33.32 | 20.87 | 0 | |
| VPPrompt Training Source=InstructBLIP2024.04 | 29.53 | 73.2 | 51.63 | 36.82 | 50.98 | 21.86 | 12.89 |