Image-text retrieval on MSCOCO Flickr30K Retrieval (test)
56.71Retrieval ScoreNeuCLIP
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| NeuCLIPTraining Dataset=DFN-1B2025.11 | 56.71 | — | — | |
| FastCLIPTraining Dataset=DFN-1B2025.11 | 56.05 | — | — | |
| SigLIPTraining Dataset=DFN-1B2025.11 | 55.33 | — | — | |
| OpenCLIPTraining Dataset=DFN-1B2025.11 | 55.27 | — | — | |
| AmorLIPTraining Dataset=DFN-1B2025.11 | 55.23 | — | — | |
| AmorLIPTraining Dataset=DFN-192M2025.11 | 51.43 | — | — | |
| NeuCLIPTraining Dataset=DFN-192M2025.11 | 51.39 | — | — | |
| FastCLIPTraining Dataset=DFN-192M2025.11 | 50.53 | — | — | |
| SigLIPTraining Dataset=DFN-192M2025.11 | 50.49 | — | — | |
| OpenCLIPTraining Dataset=DFN-192M2025.11 | 50.42 | — | — | |
| Align-only top50Keep=50%, Evaluation Protocol=Zero-shot2026.05 | — | 11.72 | 30.75 | |
| CPI (Ours50)Keep=50%, Evaluation Protocol=Zero-shot2026.05 | — | 12.3 | 30.94 | |
| FullKeep=100%, Evaluation Protocol=Zero-shot2026.05 | — | 12.16 | 30.2 | |
| Full-Random50Keep=50%, Evaluation Protocol=Zero-shot2026.05 | — | 11.86 | 29.06 |