Metric: overall (higher is better)
| # | Model↕ | overall▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | PaLI | 73.3 | No | PaLI: A Jointly-Scaled Multilingual Language-Ima... | 2022-09-14 | Code |
| 2 | CLIP-Ensemble | 61.64 | No | Less Is More: Linear Layers on CLIP Features as ... | 2022-06-10 | - |
| 3 | CLIP-Single | 60.66 | No | Less Is More: Linear Layers on CLIP Features as ... | 2022-06-10 | - |
| 4 | HSSLab | 56.33 | No | - | - | - |
| 5 | Video-LaVIT | 56 | No | Video-LaVIT: Unified Video-Language Pre-training... | 2024-02-05 | Code |
| 6 | sudoku | 55.93 | No | - | - | - |
| 7 | Katya | 54.76 | No | - | - | - |
| 8 | Modified Attention | 49.58 | No | - | - | - |
| 9 | shaunakh | 48.39 | No | - | - | - |
| 10 | e50 | 44.9 | No | - | - | - |
| 11 | SKP | 44.62 | No | - | - | - |
| 12 | knight777 | 44.01 | No | - | - | - |
| 13 | pk | 41.92 | No | - | - | - |
| 14 | Tartans | 34.96 | No | - | - | - |
| 15 | VWTest1 | 34.13 | No | - | - | - |
| 16 | BERT-RG | 6.25 | No | - | - | - |