Compositional Reasoning on Cola
33.33Txt2Img ScoreNegCLIP++
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| NegCLIP++Pre-training Dataset=CC12M2024.11 | 33.33 | 11.43 | |
| TripletCLIPPre-training Dataset=CC3M2024.11 | 31.43 | 13.33 | |
| TripletCLIP++Pre-training Dataset=CC3M2024.11 | 31.43 | 15.71 | |
| NegCLIP++Pre-training Dataset=CC3M2024.11 | 29.05 | 13.33 | |
| LaCLIPPre-training Dataset=CC3M2024.11 | 28.1 | 13.33 | |
| TripletCLIPPre-training Dataset=CC12M2024.11 | 27.62 | 19.53 | |
| NegCLIPPre-training Dataset=CC12M2024.11 | 27.14 | 15.24 | |
| NegCLIPPre-training Dataset=CC3M2024.11 | 21.42 | 14.76 | |
| LaCLIP + HNPre-training Dataset=CC3M2024.11 | 20.95 | 5.54 | |
| LaCLIPPre-training Dataset=CC12M2024.11 | 20.95 | 15.71 |