Compositionality Evaluation on SVO
85.62Average ScoreMosaiCLIP
Evaluation results
| Method | Links | |
|---|---|---|
| MosaiCLIPArch.=Swin-T, Pre-training data=CC-12M2023.05 | 85.62 | |
| MosaiCLIPArch.=RN-50, Pre-training data=CC-12M2023.05 | 83.86 | |
| CLIPArch.=Swin-T, Pre-training data=CC-12M2023.05 | 82.21 | |
| CLIPArch.=RN-50, Pre-training data=CC-12M2023.05 | 82.13 | |
| NegCLIPArch.=Swin-T, Pre-training data=CC-12M2023.05 | 82.04 | |
| NegCLIPArch.=RN-50, Pre-training data=CC-12M2023.05 | 82.03 | |
| MosaiCLIPArch.=Swin-T, Pre-training data=YFCC-15M2023.05 | 77.87 | |
| MosaiCLIPArch.=RN-50, Pre-training data=YFCC-15M2023.05 | 77.42 | |
| CLIPArch.=Swin-T, Pre-training data=YFCC-15M2023.05 | 76.27 | |
| NegCLIPArch.=Swin-T, Pre-training data=YFCC-15M2023.05 | 76.1 | |
| CLIPArch.=RN-50, Pre-training data=YFCC-15M2023.05 | 75.6 | |
| NegCLIPArch.=RN-50, Pre-training data=YFCC-15M2023.05 | 75.18 | |
| RandomPre-training data=CC-12M2023.05 | 50 | |
| RandomPre-training data=YFCC-15M2023.05 | 50 |