Causal Reasoning on VQA-Causal In-Domain
61.46Average ScoreCausalCLIP
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CausalCLIPBackbone=ViT-B/32, Evaluation Protocol=In-Domain2025.06 | 61.46 | 70.57 | 71.7 | 69.54 | 73.81 | 72.16 | 61.43 | 56.45 | 55.68 | 48.84 | 57.22 | 53.72 | 46.38 | |
| NegCLIPBackbone=ViT-B/32, Evaluation Protocol=In-Domain2025.06 | 50.89 | 62.51 | 62.25 | 64.77 | 67.33 | 66.97 | 59.94 | 69.75 | 28.45 | 39.39 | 33.85 | 29.33 | 26.14 |