Causal Reasoning on VCR-Causal Zero-Shot
57.37Average Accuracy (Zero-Shot)CausalCLIP
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| CausalCLIPBackbone=ViT-B/32, Evaluation Protocol=Zero-Shot2025.06 | 57.37 | 59.1 | 62.49 | 61.29 | 63.69 | 62.92 | 54.97 | 50.16 | 58.96 | 53 | 58.33 | 51.38 | 52.15 | |
| NegCLIPBackbone=ViT-B/32, Evaluation Protocol=Zero-Shot2025.06 | 51.3 | 52.21 | 53.89 | 54.8 | 55.23 | 57.11 | 50.04 | 50.87 | 47.22 | 50.19 | 51.32 | 45.43 | 47.34 |