Color Association Prediction on Color Association Prediction Dataset
94.1Accuracy (CTR)OpenCLIP
Evaluation results
| Method | Links | ||
|---|---|---|---|
| OpenCLIPProbing Method=SP2023.03 | 94.1 | 80 | |
| FLAVAProbing Method=SP2023.03 | 88.2 | 80 | |
| CLIPProbing Method=SP2023.03 | 84.3 | 80 | |
| BERT-largeProbing Method=MLM2023.03 | 49 | 46.7 | |
| RoBERTa-largeProbing Method=MLM2023.03 | 47.1 | 40 | |
| RoBERTa-baseProbing Method=MLM2023.03 | 43.1 | 33.3 | |
| DistilRoBERTaProbing Method=MLM2023.03 | 41.1 | 33.3 | |
| BERT-baseProbing Method=MLM2023.03 | 35.3 | 40 | |
| DistilBERTProbing Method=MLM2023.03 | 33.3 | 40 | |
| ERNIE-largeProbing Method=SP2023.03 | 21.6 | 26.7 | |
| SBERTProbing Method=SP2023.03 | 19.8 | 6.7 | |
| ERNIEProbing Method=SP2023.03 | 19.6 | 33.3 |